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2022
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Inproceedings
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 | Yugeng Liu; Rui Wen; Xinlei He; Ahmed Salem; Zhikun Zhang; Michael Backes; Emiliano De Cristofaro; Mario Fritz; Yang Zhang ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models Inproceedings USENIX Security Symposium (USENIX Security), 2022. Links | BibTeX | Tags: 2022 @inproceedings{usenix22liu,
title = {ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models},
author = {Yugeng Liu and Rui Wen and Xinlei He and Ahmed Salem and Zhikun Zhang and Michael Backes and Emiliano De Cristofaro and Mario Fritz and Yang Zhang},
url = {https://arxiv.org/abs/2102.02551
https://arxiv.org/pdf/2102.02551.pdf},
year = {2022},
date = {2022-08-22},
booktitle = {USENIX Security Symposium (USENIX Security)},
keywords = {2022},
pubstate = {published},
tppubtype = {inproceedings}
}
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2021
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Journal Articles
|
 | Max Losch; Mario Fritz; Bernt Schiele Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations Journal Article International Journal of Computer Vision (IJCV), 2021. Links | BibTeX | Tags: 2021 @article{losch21ijcv,
title = {Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations},
author = {Max Losch and Mario Fritz and Bernt Schiele},
url = {https://link.springer.com/content/pdf/10.1007/s11263-021-01498-0.pdf},
year = {2021},
date = {2021-09-14},
journal = {International Journal of Computer Vision (IJCV)},
keywords = {2021},
pubstate = {published},
tppubtype = {article}
}
|
 | Marie Oestreich; Dingfan Chen; Joachim L. Schultze; Mario Fritz; Matthias Becker Privacy considerations for sharing genomics data Journal Article EXCLI Journal, 2021. Links | BibTeX | Tags: 2021 @article{oestreich21excli,
title = {Privacy considerations for sharing genomics data},
author = {Marie Oestreich and Dingfan Chen and Joachim L. Schultze and Mario Fritz and Matthias Becker},
url = {https://www.excli.de/index.php/excli/article/view/4002
https://www.excli.de/index.php/excli/article/view/4002/3892},
year = {2021},
date = {2021-07-16},
journal = {EXCLI Journal},
keywords = {2021},
pubstate = {published},
tppubtype = {article}
}
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Inproceedings
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 | Ning Yu; Vladislav Skripniuk; Sahar Abdelnabi; Mario Fritz Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data Inproceedings International Conference on Computer Vision (ICCV), 2021. Links | BibTeX | Tags: 2021 @inproceedings{ning21iccv1,
title = {Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data},
author = {Ning Yu and Vladislav Skripniuk and Sahar Abdelnabi and Mario Fritz},
url = {preliminary version:
https://arxiv.org/abs/2007.08457
https://arxiv.org/pdf/2007.08457.pdf},
year = {2021},
date = {2021-10-12},
booktitle = {International Conference on Computer Vision (ICCV)},
keywords = {2021},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Ning Yu; Guilin Liu; Aysegul Dundar; Andrew Tao; Bryan Catanzaro; Larry Davis; Mario Fritz Dual Contrastive Loss and Attention for GANs Inproceedings International Conference on Computer Vision (ICCV), 2021. Links | BibTeX | Tags: 2021 @inproceedings{ning21iccv2,
title = {Dual Contrastive Loss and Attention for GANs},
author = {Ning Yu and Guilin Liu and Aysegul Dundar and Andrew Tao and Bryan Catanzaro and Larry Davis and Mario Fritz },
url = {preliminary version:
https://arxiv.org/abs/2103.16748
https://arxiv.org/pdf/2103.16748.pdf},
year = {2021},
date = {2021-10-11},
booktitle = {International Conference on Computer Vision (ICCV)},
keywords = {2021},
pubstate = {published},
tppubtype = {inproceedings}
}
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 | Yang He; Ning Yu; Margret Keuper; Mario Fritz Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis Inproceedings 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021. Links | BibTeX | Tags: 2021 @inproceedings{he21ijcai,
title = {Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis},
author = {Yang He and Ning Yu and Margret Keuper and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2021/05/ijcai21.pdf},
year = {2021},
date = {2021-08-21},
booktitle = {30th International Joint Conference on Artificial Intelligence (IJCAI)},
keywords = {2021},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Moritz Bohle, Mario Fritz, Bernt Schiele Convolutional Dynamic Alignment Networks for Interpretable Classifications Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. Links | BibTeX | Tags: 2021 @inproceedings{moritz21cvpr,
title = {Convolutional Dynamic Alignment Networks for Interpretable Classifications},
author = {Moritz Bohle, Mario Fritz, Bernt Schiele},
url = {https://openaccess.thecvf.com/content/CVPR2021/papers/Bohle_Convolutional_Dynamic_Alignment_Networks_for_Interpretable_Classifications_CVPR_2021_paper.pdf},
year = {2021},
date = {2021-06-22},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2021},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Apratim Bhattacharyya; Daniel Olmeda Reino; Mario Fritz; Bernt Schiele Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. Links | BibTeX | Tags: 2021 @inproceedings{apratim21cvpr,
title = {Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers},
author = {Apratim Bhattacharyya and Daniel Olmeda Reino and Mario Fritz and Bernt Schiele},
url = {https://openaccess.thecvf.com/content/CVPR2021/papers/Bhattacharyya_Euro-PVI_Pedestrian_Vehicle_Interactions_in_Dense_Urban_Centers_CVPR_2021_paper.pdf},
year = {2021},
date = {2021-06-21},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2021},
pubstate = {published},
tppubtype = {inproceedings}
}
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 | Hui-Po Wang; Ning Yu; Mario Fritz Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. Links | BibTeX | Tags: 2021 @inproceedings{wang21cvpr,
title = {Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs},
author = {Hui-Po Wang and Ning Yu and Mario Fritz},
url = {https://arxiv.org/abs/2011.14107
https://arxiv.org/pdf/2011.14107.pdf},
year = {2021},
date = {2021-06-19},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2021},
pubstate = {published},
tppubtype = {inproceedings}
}
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 | Sahar Abdelnabi; Mario Fritz Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Inproceedings IEEE Symposium on Security and Privacy (S&P), 2021. Links | BibTeX | Tags: 2021 @inproceedings{abdelnabi21oakland,
title = {Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding},
author = {Sahar Abdelnabi and Mario Fritz},
url = {https://arxiv.org/abs/2009.03015
https://arxiv.org/pdf/2009.03015.pdf
https://github.com/S-Abdelnabi/awt
short video: https://www.youtube.com/watch?v=_Wc2OLVfD7Q
long video: https://www.youtube.com/watch?v=3wvgds9bYg4},
year = {2021},
date = {2021-05-21},
booktitle = {IEEE Symposium on Security and Privacy (S&P)},
keywords = {2021},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Qiuhong Ke; Mario Fritz; Bernt Schiele Future Moment Assessment for Action Query Inproceedings IEEE Winter Conference on Applications of Computer Vision (WACV ’20), 2021. Links | BibTeX | Tags: 2021 @inproceedings{wacv21ke,
title = {Future Moment Assessment for Action Query},
author = {Qiuhong Ke and Mario Fritz and Bernt Schiele},
url = {https://openaccess.thecvf.com/content/WACV2021/html/Ke_Future_Moment_Assessment_for_Action_Query_WACV_2021_paper.html
https://openaccess.thecvf.com/content/WACV2021/papers/Ke_Future_Moment_Assessment_for_Action_Query_WACV_2021_paper.pdf},
year = {2021},
date = {2021-01-05},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV ’20)},
keywords = {2021},
pubstate = {published},
tppubtype = {inproceedings}
}
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Technical Reports
|
 | Tobias Lorenz; Marta Kwiatkowska; Mario Fritz Backdoor Attacks on Network Certification via Data Poisoning Technical Report arXiv:2108.11299, 2021. Links | BibTeX | Tags: 2021 @techreport{lorenz21arxiv,
title = {Backdoor Attacks on Network Certification via Data Poisoning},
author = {Tobias Lorenz and Marta Kwiatkowska and Mario Fritz},
url = {https://arxiv.org/abs/2108.11299
https://arxiv.org/pdf/2108.11299.pdf},
year = {2021},
date = {2021-08-25},
type = {arXiv:2108.11299},
keywords = {2021},
pubstate = {published},
tppubtype = {techreport}
}
|
| Yugeng Liu; Rui Wen; Xinlei He; Ahmed Salem; Zhikun Zhang; Michael Backes; Emiliano De Cristofaro; Mario Fritz; Yang Zhang ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models Technical Report arXiv:2102.02551, 2021. Links | BibTeX | Tags: 2021 @techreport{liu21arxiv,
title = {ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models},
author = {Yugeng Liu and Rui Wen and Xinlei He and Ahmed Salem and Zhikun Zhang and Michael Backes and Emiliano De Cristofaro and Mario Fritz and Yang Zhang},
url = {https://arxiv.org/abs/2102.02551
https://arxiv.org/pdf/2102.02551.pdf},
year = {2021},
date = {2021-02-09},
type = {arXiv:2102.02551},
keywords = {2021},
pubstate = {published},
tppubtype = {techreport}
}
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Workshops
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 | Sahar Abdelnabi; Mario Fritz "What's in the box?!": Deflecting Adversarial Attacks by Randomly Deploying Adversarially-Disjoint Models Workshop Moving Target Defense Workshop in conjuncture with CCS, 2021. Links | BibTeX | Tags: 2021 @workshop{abdelnabi21ccsw,
title = {"What's in the box?!": Deflecting Adversarial Attacks by Randomly Deploying Adversarially-Disjoint Models},
author = {Sahar Abdelnabi and Mario Fritz},
url = {https://arxiv.org/abs/2102.05104
https://arxiv.org/pdf/2102.05104.pdf},
year = {2021},
date = {2021-11-15},
booktitle = {Moving Target Defense Workshop in conjuncture with CCS},
keywords = {2021},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Hossein Hajipour; Apratim Bhattacharyya; Cristian-Alexandru Staicu; Mario Fritz SampleFix: Learning to Generate Functionally Diverse Fixes Workshop 1st International Workshop on Machine Learning in Software Engineering in conjuncture with ECML PKDD, Springer, 2021. Links | BibTeX | Tags: 2021 @workshop{hajipour20pkddw,
title = {SampleFix: Learning to Generate Functionally Diverse Fixes},
author = {Hossein Hajipour and Apratim Bhattacharyya and Cristian-Alexandru Staicu and Mario Fritz},
url = {https://arxiv.org/abs/1906.10502
https://arxiv.org/pdf/1906.10502.pdf},
year = {2021},
date = {2021-09-17},
booktitle = {1st International Workshop on Machine Learning in Software Engineering in conjuncture with ECML PKDD},
publisher = {Springer},
keywords = {2021},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Hossein Hajipour; Mateusz Malinowski; Mario Fritz IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis Workshop 1st International Workshop on Machine Learning in Software Engineering in conjuncture with ECML PKDD, Springer, 2021. Links | BibTeX | Tags: 2021 @workshop{hajipour21pkddw,
title = {IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis},
author = {Hossein Hajipour and Mateusz Malinowski and Mario Fritz},
url = {https://arxiv.org/abs/2006.10720
https://arxiv.org/pdf/2006.10720.pdf},
year = {2021},
date = {2021-09-17},
booktitle = {1st International Workshop on Machine Learning in Software Engineering in conjuncture with ECML PKDD},
publisher = {Springer},
keywords = {2021},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Hui-Po Wang; Tribhuvanesh Orekondy; Mario Fritz InfoScrub: Towards Attribute Privacy by Targeted Obfuscation Workshop CVPR Workshop on Fair, Data-Efficient, and Trusted Computer Vision (TCV), 2021. Links | BibTeX | Tags: 2021 @workshop{wang21cvprs,
title = {InfoScrub: Towards Attribute Privacy by Targeted Obfuscation},
author = {Hui-Po Wang and Tribhuvanesh Orekondy and Mario Fritz},
url = {https://arxiv.org/abs/2005.10329
https://arxiv.org/pdf/2005.10329.pdf},
year = {2021},
date = {2021-06-21},
booktitle = {CVPR Workshop on Fair, Data-Efficient, and Trusted Computer Vision (TCV)},
keywords = {2021},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Lucjan Hanzlik; Yang Zhang; Kathrin Grosse; Ahmed Salem; Max Augustin; Michael Backes; Mario Fritz MLCapsule: Guarded Offline Deployment of Machine Learning as a Service Workshop CVPR Workshop on Fair, Data-Efficient, and Trusted Computer Vision (TCV), 2021. Links | BibTeX | Tags: 2021 @workshop{hanzlik21cvprw,
title = {MLCapsule: Guarded Offline Deployment of Machine Learning as a Service},
author = {Lucjan Hanzlik and Yang Zhang and Kathrin Grosse and Ahmed Salem and Max Augustin and Michael Backes and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2021/06/mlcapsul_TCV_CR-4.pdf},
year = {2021},
date = {2021-06-20},
booktitle = {CVPR Workshop on Fair, Data-Efficient, and Trusted Computer Vision (TCV)},
keywords = {2021},
pubstate = {published},
tppubtype = {workshop}
}
|
2020
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Journal Articles
|
 | Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele Person Recognition in Personal Photo Collections Journal Article IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020. Links | BibTeX | Tags: 2020 @article{oh20tpami,
title = { Person Recognition in Personal Photo Collections },
author = {Seong Joon Oh and Rodrigo Benenson and Mario Fritz and Bernt Schiele},
url = {https://ieeexplore.ieee.org/document/8519337?source=authoralert},
year = {2020},
date = {2020-01-01},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
keywords = {2020},
pubstate = {published},
tppubtype = {article}
}
|
 | Hosnieh Sattar; Mario Fritz; Andreas Bulling Deep Gaze Pooling: Inferring and Visually Decoding Search Intents From Human Gaze Fixations Journal Article Neurocomputing, 387 , pp. 369–382, 2020. Links | BibTeX | Tags: 2020 @article{sattar20_neurocomp,
title = {Deep Gaze Pooling: Inferring and Visually Decoding Search Intents From Human Gaze Fixations},
author = {Hosnieh Sattar and Mario Fritz and Andreas Bulling},
url = {https://www.perceptualui.org/publications/sattar20_neurocomp.pdf},
doi = {10.1016/j.neucom.2020.01.028},
year = {2020},
date = {2020-01-01},
journal = {Neurocomputing},
volume = {387},
pages = {369–382},
keywords = {2020},
pubstate = {published},
tppubtype = {article}
}
|
Inproceedings
|
 | Dingfan Chen; Tribhuvanesh Orekondy; Mario Fritz GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators Inproceedings Neural Information Processing Systems (NeurIPS), 2020. Links | BibTeX | Tags: 2020 @inproceedings{neurips20chen,
title = {GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators},
author = {Dingfan Chen and Tribhuvanesh Orekondy and Mario Fritz},
url = {https://arxiv.org/abs/2006.08265
https://arxiv.org/pdf/2006.08265.pdf},
year = {2020},
date = {2020-12-06},
booktitle = {Neural Information Processing Systems (NeurIPS)},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Dingfan Chen; Ning Yu; Yang Zhang; Mario Fritz GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs Inproceedings ACM Conference on Computer and Communications Security (CCS) , 2020. Links | BibTeX | Tags: 2020 @inproceedings{chen20ccs,
title = {GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs},
author = {Dingfan Chen and Ning Yu and Yang Zhang and Mario Fritz},
url = {https://arxiv.org/abs/1909.03935
https://arxiv.org/pdf/1909.03935.pdf},
year = {2020},
date = {2020-11-09},
booktitle = {ACM Conference on Computer and Communications Security (CCS) },
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sahar Abdelnabi; Katharina Krombholz; Mario Fritz VisualPhishNet: Zero-Day Phishing Website Detection by Visual Similarity Inproceedings ACM Conference on Computer and Communications Security (CCS) , 2020. Links | BibTeX | Tags: 2020 @inproceedings{abdelnabi20ccs,
title = {VisualPhishNet: Zero-Day Phishing Website Detection by Visual Similarity},
author = {Sahar Abdelnabi and Katharina Krombholz and Mario Fritz},
url = {https://arxiv.org/abs/1909.00300
https://arxiv.org/pdf/1909.00300.pdf},
year = {2020},
date = {2020-11-09},
booktitle = {ACM Conference on Computer and Communications Security (CCS) },
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Apratim Bhattacharyya; Christoph-Nikolas Straehle; Mario Fritz; Bernt Schiele Haar Wavelet based Block Autoregressive Flows for Trajectories Inproceedings German Conference on Pattern Recognition (GCPR), 2020. Links | BibTeX | Tags: 2020 @inproceedings{gcpr20bhattacharyya,
title = {Haar Wavelet based Block Autoregressive Flows for Trajectories},
author = {Apratim Bhattacharyya and Christoph-Nikolas Straehle and Mario Fritz and Bernt Schiele},
url = {https://unitc-my.sharepoint.com/personal/iigaf01_cloud_uni-tuebingen_de/Documents/gcpr_vmv_vcbm/gcpr/preprints/Apratim_Bhattacharyy_gcpr_0067_v01.pdf?originalPath=aHR0cHM6Ly91bml0Yy1teS5zaGFyZXBvaW50LmNvbS86YjovZy9wZXJzb25hbC9paWdhZjAxX2Nsb3VkX3VuaS10dWViaW5nZW5fZGUvRVpsOHdqUWRjdXhBa2VpTEo3NmNET3dCd2FQZjZpY2xUSTUxNkJ6VjdmbUV1dz9ydGltZT03YzZyZUgxbzJFZw
https://arxiv.org/abs/2009.09878
https://arxiv.org/pdf/2009.09878.pdf},
year = {2020},
date = {2020-09-30},
booktitle = {German Conference on Pattern Recognition (GCPR)},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Saurabh Sharma; Ning Yu; Mario Fritz; Bernt Schiele Long-Tailed Recognition Using Class-Balanced Experts Inproceedings German Conference on Pattern Recognition (GCPR), 2020. Links | BibTeX | Tags: 2020 @inproceedings{gcpr20sharma,
title = {Long-Tailed Recognition Using Class-Balanced Experts},
author = {Saurabh Sharma and Ning Yu and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/2004.03706
https://arxiv.org/pdf/2004.03706.pdf},
year = {2020},
date = {2020-09-29},
booktitle = {German Conference on Pattern Recognition (GCPR)},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Max Losch; Mario Fritz; Bernt Schiele Semantic Bottlenecks: Quantifying & Improving Inspectability of Deep Representations Inproceedings German Conference on Patter Recognition (GCPR), 2020. Links | BibTeX | Tags: 2020 @inproceedings{gcpr20losch,
title = {Semantic Bottlenecks: Quantifying & Improving Inspectability of Deep Representations},
author = {Max Losch and Mario Fritz and Bernt Schiele},
url = {https://unitc-my.sharepoint.com/personal/iigaf01_cloud_uni-tuebingen_de/Documents/gcpr_vmv_vcbm/gcpr/preprints/gcpr_0028_v01.pdf?originalPath=aHR0cHM6Ly91bml0Yy1teS5zaGFyZXBvaW50LmNvbS86YjovZy9wZXJzb25hbC9paWdhZjAxX2Nsb3VkX3VuaS10dWViaW5nZW5fZGUvRVhYM0ZsVEczS2RGaDZ3aDc4T1FBQWNCSGE5VmJwNWFFeDFZUURiSmZER21rdz9ydGltZT1WR052OUgxbzJFZw},
year = {2020},
date = {2020-09-29},
booktitle = {German Conference on Patter Recognition (GCPR)},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Rakshith Shetty; Mario Fritz; Bernt Schiele Towards Automated Testing and Robustification by Semantic Adversarial Data Generation Inproceedings European Conference on Computer Vision (ECCV), 2020. Links | BibTeX | Tags: 2020 @inproceedings{shetty20eccv,
title = {Towards Automated Testing and Robustification by Semantic Adversarial Data Generation},
author = {Rakshith Shetty and Mario Fritz and Bernt Schiele},
url = {https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123470477.pdf},
year = {2020},
date = {2020-08-23},
booktitle = {European Conference on Computer Vision (ECCV)},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Ning Yu; Ke Li; Peng Zhou; Jitendra Malik; Larry S. Davis; Mario Fritz Inclusive GAN: Improving Data and Minority Coverage in Generative Models Inproceedings European Conference on Computer Vision (ECCV), 2020. Links | BibTeX | Tags: 2020 @inproceedings{yu20eccv,
title = {Inclusive GAN: Improving Data and Minority Coverage in Generative Models},
author = {Ning Yu and Ke Li and Peng Zhou and Jitendra Malik and Larry S. Davis and Mario Fritz},
url = {https://arxiv.org/abs/2004.03355
https://arxiv.org/pdf/2004.03355.pdf},
year = {2020},
date = {2020-08-23},
booktitle = {European Conference on Computer Vision (ECCV)},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Yang He; Shadi Rahimian; Bernt Schiele; Mario Fritz Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation Inproceedings European Conference on Computer Vision (ECCV), 2020. Links | BibTeX | Tags: 2020 @inproceedings{he20eccv,
title = {Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation},
author = {Yang He and Shadi Rahimian and Bernt Schiele and Mario Fritz},
url = {https://github.com/SSAW14/segmentation_membership_inference
https://arxiv.org/abs/1912.09685
https://arxiv.org/pdf/1912.09685.pdf},
year = {2020},
date = {2020-08-23},
booktitle = {European Conference on Computer Vision (ECCV)},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Ahmed Salem; Apratim Bhattacharyya; Michael Backes; Mario Fritz; Yang Zhang Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning Inproceedings USENIX Security Symposium (USENIX Security 20), 2020. Links | BibTeX | Tags: 2020 @inproceedings{salem20usenix,
title = {Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning},
author = {Ahmed Salem and Apratim Bhattacharyya and Michael Backes and Mario Fritz and Yang Zhang},
url = {preliminary version:
https://arxiv.org/abs/1904.01067
https://arxiv.org/pdf/1904.01067.pdf},
year = {2020},
date = {2020-08-12},
booktitle = {USENIX Security Symposium (USENIX Security 20)},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Vedika Agarwal; Rakshith Shetty; Mario Fritz
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Inproceedings IEEE Conference on Computer Vision and Pattern Recognition, 2020. Links | BibTeX | Tags: 2020 @inproceedings{agarwal20cvpr,
title = {Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing},
author = {Vedika Agarwal and Rakshith Shetty and Mario Fritz
},
url = {preliminary version:
https://arxiv.org/abs/1912.07538
https://arxiv.org/pdf/1912.07538.pdf
https://rakshithshetty.github.io/CausalVQA/},
year = {2020},
date = {2020-06-15},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Apratim Bhattacharyya; Shweta Mahajan; Mario Fritz; Bernt Schiele; Stefan Roth Normalizing Flows with Multi-scale Autoregressive Priors Inproceedings IEEE Conference on Computer Vision and Pattern Recognition, 2020. Links | BibTeX | Tags: 2020 @inproceedings{apratim20cvpr,
title = {Normalizing Flows with Multi-scale Autoregressive Priors},
author = {Apratim Bhattacharyya and Shweta Mahajan and Mario Fritz and Bernt Schiele and Stefan Roth},
url = {https://arxiv.org/abs/2004.03891
https://arxiv.org/pdf/2004.03891.pdf
https://github.com/visinf/mar-scf},
year = {2020},
date = {2020-06-14},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Rakibul Hasan; David Crandall; Mario Fritz; Apu Kapadia Automatically Detecting Bystanders in Photos to Reduce Privacy Risks Inproceedings IEEE Symposium on Security and Privacy (S&P), 2020. Links | BibTeX | Tags: 2020 @inproceedings{hasan20sp,
title = {Automatically Detecting Bystanders in Photos to Reduce Privacy Risks},
author = {Rakibul Hasan and David Crandall and Mario Fritz and Apu Kapadia},
url = {https://homes.luddy.indiana.edu/kapadia/papers/hasan-oakland-20-preprint.pdf
https://www.youtube.com/watch?v=TDupeMj0bXg
https://www.youtube.com/watch?v=uwKM_S8RpTQ
},
year = {2020},
date = {2020-05-18},
booktitle = {IEEE Symposium on Security and Privacy (S&P)},
keywords = {2020},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks Inproceedings International Conference on Representation Learning (ICLR), 2020. Links | BibTeX | Tags: 2019 @inproceedings{orekondy20iclr,
title = {Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks},
author = {Tribhuvanesh Orekondy and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1906.10908
https://arxiv.org/pdf/1906.10908.pdf},
year = {2020},
date = {2020-04-30},
booktitle = {International Conference on Representation Learning (ICLR)},
type = {arXiv:1906.10908 },
keywords = {2019},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Technical Reports
|
 | Yang He; Maximilian Zenk; Mario Fritz CosSGD: Nonlinear Quantization for Communication-efficient Federated Learning Technical Report arXiv:2012.08241 , 2020. Links | BibTeX | Tags: 2020 @techreport{yang20arxiv,
title = {CosSGD: Nonlinear Quantization for Communication-efficient Federated Learning},
author = {Yang He and Maximilian Zenk and Mario Fritz},
url = {https://arxiv.org/abs/2012.08241
https://arxiv.org/pdf/2012.08241.pdf},
year = {2020},
date = {2020-12-15},
type = {arXiv:2012.08241 },
keywords = {2020},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Ning Yu; Vladislav Skripniuk; Dingfan Chen; Larry Davis; Mario Fritz Responsible Disclosure of Generative Models Using Scalable Fingerprinting Technical Report arXiv:2012.08726 , 2020. Links | BibTeX | Tags: 2020 @techreport{yu20arxiv,
title = {Responsible Disclosure of Generative Models Using Scalable Fingerprinting},
author = {Ning Yu and Vladislav Skripniuk and Dingfan Chen and Larry Davis and Mario Fritz},
url = {https://arxiv.org/abs/2012.08726
https://arxiv.org/pdf/2012.08726.pdf},
year = {2020},
date = {2020-12-15},
type = {arXiv:2012.08726 },
keywords = {2020},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Hui-Po Wang; Ning Yu; Mario Fritz Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs Technical Report arXiv:2011.14107 , 2020. Links | BibTeX | Tags: 2020 @techreport{po20arxiv,
title = {Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs},
author = {Hui-Po Wang and Ning Yu and Mario Fritz},
url = {https://arxiv.org/abs/2011.14107
https://arxiv.org/pdf/2011.14107.pdf},
year = {2020},
date = {2020-11-28},
type = {arXiv:2011.14107 },
keywords = {2020},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Sahar Abdelnabi; Mario Fritz Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Technical Report arXiv:2009.03015 [cs.CR], 2020. Links | BibTeX | Tags: 2020 @techreport{abdelnabi20arxiv,
title = {Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding},
author = {Sahar Abdelnabi and Mario Fritz},
url = {https://arxiv.org/abs/2009.03015
https://arxiv.org/pdf/2009.03015.pdf},
year = {2020},
date = {2020-09-07},
type = {arXiv:2009.03015 [cs.CR]},
keywords = {2020},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Vladislav Skripniuk; Ning Yu; Sahar Abdelnabi; Mario Fritz Black-Box Watermarking for Generative Adversarial Networks Technical Report arXiv:2007.08457, 2020. Links | BibTeX | Tags: 2020 @techreport{arxiv20skripniuk,
title = {Black-Box Watermarking for Generative Adversarial Networks},
author = {Vladislav Skripniuk and Ning Yu and Sahar Abdelnabi and Mario Fritz},
url = {https://arxiv.org/abs/2007.08457
https://arxiv.org/pdf/2007.08457.pdf},
year = {2020},
date = {2020-07-17},
type = {arXiv:2007.08457},
keywords = {2020},
pubstate = {published},
tppubtype = {techreport}
}
|
| Hossein Hajipour; Mateusz Malinowski; Mario Fritz IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis Technical Report arXiv:2006.10720, 2020. Links | BibTeX | Tags: 2020 @techreport{hajipour20arxiv,
title = {IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis},
author = {Hossein Hajipour and Mateusz Malinowski and Mario Fritz},
url = {https://arxiv.org/abs/2006.10720
https://arxiv.org/pdf/2006.10720.pdf},
year = {2020},
date = {2020-06-18},
type = {arXiv:2006.10720},
keywords = {2020},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Dingfan Chen; Tribhuvanesh Orekondy; Mario Fritz GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators Technical Report arXiv:2006.08265 , 2020. Links | BibTeX | Tags: 2020 @techreport{chen20arxiv,
title = {GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators},
author = {Dingfan Chen and Tribhuvanesh Orekondy and Mario Fritz},
url = {https://arxiv.org/abs/2006.08265
https://arxiv.org/pdf/2006.08265.pdf},
year = {2020},
date = {2020-06-16},
type = {arXiv:2006.08265 },
keywords = {2020},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Hui-Po Wang; Tribhuvanesh Orekondy; Mario Fritz InfoScrub: Towards Attribute Privacy by Targeted Obfuscation Technical Report arXiv:2005.10329 , 2020. Links | BibTeX | Tags: 2019 @techreport{wang20arxiv,
title = {InfoScrub: Towards Attribute Privacy by Targeted Obfuscation},
author = {Hui-Po Wang and Tribhuvanesh Orekondy and Mario Fritz},
url = {https://arxiv.org/abs/2005.10329
https://arxiv.org/pdf/2005.10329.pdf
},
year = {2020},
date = {2020-05-20},
type = {arXiv:2005.10329 },
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Ning Yu; Ke Li; Peng Zhou; Jitendra Malik; Larry Davis; Mario Fritz Inclusive GAN: Improving Data and Minority Coverage in Generative Models Technical Report 2020. Links | BibTeX | Tags: 2020 @techreport{ning20arxiv,
title = { Inclusive GAN: Improving Data and Minority Coverage in Generative Models },
author = {Ning Yu and Ke Li and Peng Zhou and Jitendra Malik and Larry Davis and Mario Fritz},
url = {https://arxiv.org/abs/2004.03355
https://arxiv.org/pdf/2004.03355.pdf},
year = {2020},
date = {2020-04-07},
keywords = {2020},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Saurabh Sharma; Ning Yu; Mario Fritz; Bernt Schiele Long-Tailed Recognition Using Class-Balanced Experts Technical Report arXiv:2004.03706 , 2020. Links | BibTeX | Tags: 2020 @techreport{sharma20arxiv,
title = {Long-Tailed Recognition Using Class-Balanced Experts},
author = {Saurabh Sharma and Ning Yu and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/2004.03706
https://arxiv.org/pdf/2004.03706.pdf},
year = {2020},
date = {2020-04-07},
type = {arXiv:2004.03706 },
keywords = {2020},
pubstate = {published},
tppubtype = {techreport}
}
|
Workshops
|
| Hossein Hajipour; Apratim Bhattacharyya; Mario Fritz SampleFix: Learning to Correct Programs by Sampling Diverse Fixes Workshop NeurIPS Workshop on Computer-Assisted Programming, 2020. Links | BibTeX | Tags: 2019, 2020 @workshop{hajipour20neuripscap,
title = {SampleFix: Learning to Correct Programs by Sampling Diverse Fixes},
author = {Hossein Hajipour and Apratim Bhattacharyya and Mario Fritz},
url = {https://arxiv.org/abs/1906.10502
https://arxiv.org/pdf/1906.10502.pdf},
year = {2020},
date = {2020-12-06},
booktitle = {NeurIPS Workshop on Computer-Assisted Programming},
keywords = {2019, 2020},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Hossein Hajipour; Mateusz Malinowski; Mario Fritz IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis Workshop NeurIPS Workshop on Computer-Assisted Programming, 2020. Links | BibTeX | Tags: 2020 @workshop{neuripscap20hajipour,
title = {IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis},
author = {Hossein Hajipour and Mateusz Malinowski and Mario Fritz},
url = {https://arxiv.org/abs/2006.10720
https://arxiv.org/pdf/2006.10720.pdf},
year = {2020},
date = {2020-12-06},
booktitle = {NeurIPS Workshop on Computer-Assisted Programming},
keywords = {2020},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Apratim Bhattacharyya; Christoph-Nikolas Straehle; Mario Fritz; Bernt Schiele Haar Wavelet based Block Autoregressive Flows for Trajectories Workshop NeurIPS Workshop on Machine Learning for Autonomous Driving, 2020. Links | BibTeX | Tags: 2020 @workshop{neuripsml4ad20apratim,
title = {Haar Wavelet based Block Autoregressive Flows for Trajectories},
author = {Apratim Bhattacharyya and Christoph-Nikolas Straehle and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/2009.09878
https://arxiv.org/pdf/2009.09878.pdf},
year = {2020},
date = {2020-12-06},
booktitle = {NeurIPS Workshop on Machine Learning for Autonomous Driving},
keywords = {2020},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Hosnieh Sattar; Katharina Krombholz; Gerard Pons-Moll; Mario Fritz
Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction Workshop Workshop on The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security CVCOPS (ECCV-W), 2020. Links | BibTeX | Tags: 2020 @workshop{cvcops20sattar,
title = {Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction},
author = {Hosnieh Sattar and Katharina Krombholz and Gerard Pons-Moll and Mario Fritz
},
url = {https://arxiv.org/abs/1905.11503
https://arxiv.org/pdf/1905.11503.pdf},
year = {2020},
date = {2020-08-28},
booktitle = {Workshop on The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security CVCOPS (ECCV-W)},
keywords = {2020},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Yang He; Bernt Schiele; Mario Fritz Synthetic Convolutional Features for Improved Semantic Segmentation Workshop Workshop on Assistive Computer Vision and Robotics at European Conference on Computer Vision (ECCV-W), 2020. Links | BibTeX | Tags: 2020 @workshop{eccvw20he,
title = {Synthetic Convolutional Features for Improved Semantic Segmentation},
author = {Yang He and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/2009.08849
https://arxiv.org/pdf/2009.08849.pdf},
year = {2020},
date = {2020-08-28},
booktitle = {Workshop on Assistive Computer Vision and Robotics at European Conference on Computer Vision (ECCV-W)},
keywords = {2020},
pubstate = {published},
tppubtype = {workshop}
}
|
2019
|
Journal Articles
|
 | Xucong Zhang; Yusuke Sugano; Mario Fritz; Andreas Bulling MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation Journal Article Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019. Links | BibTeX | Tags: 2017, 2018, 2019 @article{xucong19tpami,
title = {MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation},
author = {Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling},
url = {https://arxiv.org/abs/1711.09017
https://arxiv.org/pdf/1711.09017.pdf},
year = {2019},
date = {2019-02-04},
journal = {Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
keywords = {2017, 2018, 2019},
pubstate = {published},
tppubtype = {article}
}
|
Incollections
|
 | Seong Joon Oh; Bernt Schiele; Mario Fritz Towards reverse-engineering black-box neural networks Incollection Explainable AI: Interpreting, Explaining and Visualizing Deep Learning, 2019. Links | BibTeX | Tags: 2019 @incollection{oh20xai,
title = {Towards reverse-engineering black-box neural networks},
author = {Seong Joon Oh and Bernt Schiele and Mario Fritz},
url = {https://link.springer.com/chapter/10.1007/978-3-030-28954-6_7},
year = {2019},
date = {2019-09-10},
booktitle = {Explainable AI: Interpreting, Explaining and Visualizing Deep Learning},
keywords = {2019},
pubstate = {published},
tppubtype = {incollection}
}
|
Inproceedings
|
 | Ning Yu; Larry Davis; Mario Fritz Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Inproceedings International Conference on Computer Vision (ICCV), 2019. Links | BibTeX | Tags: 2019 @inproceedings{yu19iccv,
title = {Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints},
author = {Ning Yu and Larry Davis and Mario Fritz},
url = {//arxiv.org/abs/1811.08180
//arxiv.org/pdf/1811.08180.pdf
},
year = {2019},
date = {2019-10-30},
booktitle = {International Conference on Computer Vision (ICCV)},
keywords = {2019},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Maxim Maximov; Tobias Ritschel; Laura Leal-Taixe; Mario Fritz Deep Appearance Maps Inproceedings International Conference on Computer Vision (ICCV), 2019. Links | BibTeX | Tags: 2019 @inproceedings{maximov19iccv,
title = {Deep Appearance Maps},
author = {Maxim Maximov and Tobias Ritschel and Laura Leal-Taixe and Mario Fritz},
url = {//arxiv.org/abs/1804.00863
//arxiv.org/pdf/1804.00863.pdf},
year = {2019},
date = {2019-10-29},
booktitle = {International Conference on Computer Vision (ICCV)},
keywords = {2019},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz Knockoff Nets: Stealing Functionality of Black-Box Models Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. Links | BibTeX | Tags: 2019 @inproceedings{orekondy19cvpr,
title = {Knockoff Nets: Stealing Functionality of Black-Box Models },
author = {Tribhuvanesh Orekondy and Bernt Schiele and Mario Fritz},
url = {preliminary version:
https://arxiv.org/abs/1812.02766
https://arxiv.org/pdf/1812.02766},
year = {2019},
date = {2019-06-18},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2019},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Rakshith Shetty; Bernt Schiele; Mario Fritz Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. Links | BibTeX | Tags: 2019 @inproceedings{shetty19cvpr,
title = {Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation},
author = {Rakshith Shetty and Bernt Schiele and Mario Fritz},
url = {preliminary version:
https://arxiv.org/abs/1812.06707
https://arxiv.org/pdf/1812.06707.pdf},
year = {2019},
date = {2019-06-17},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2019},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Qiuhong Ke; Mario Fritz; Bernt Schiele Time-Conditioned Action Anticipation in One Shot Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. BibTeX | Tags: 2019 @inproceedings{ke19cvpr,
title = {Time-Conditioned Action Anticipation in One Shot},
author = {Qiuhong Ke and Mario Fritz and Bernt Schiele},
year = {2019},
date = {2019-06-16},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2019},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Apratim Bhattacharyya; Mario Fritz; Bernt Schiele Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods Inproceedings International Conference on Representation Learning (ICLR), 2019. Links | BibTeX | Tags: 2019 @inproceedings{apratim19iclr,
title = {Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods},
author = {Apratim Bhattacharyya and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1810.00746
https://arxiv.org/pdf/1810.00746.pdf},
year = {2019},
date = {2019-05-06},
booktitle = {International Conference on Representation Learning (ICLR)},
keywords = {2019},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Ahmed Salem; Yang Zhang; Mathias Humbert; Mario Fritz; Michael Backes ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models Inproceedings Annual Network and Distributed System Security Symposium (NDSS), 2019, (to appear). Links | BibTeX | Tags: 2019 @inproceedings{ndss19salem,
title = {ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models},
author = {Ahmed Salem and Yang Zhang and Mathias Humbert and Mario Fritz and Michael Backes},
url = {preliminary:
https://arxiv.org/abs/1806.01246
https://arxiv.org/pdf/1806.01246.pdf
},
year = {2019},
date = {2019-02-24},
booktitle = {Annual Network and Distributed System Security Symposium (NDSS)},
note = {to appear},
keywords = {2019},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Hosnieh Sattar; Gerard Pons-Moll; Mario Fritz Fashion is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources Inproceedings IEEE Winter Conference on Applications of Computer Vision (WACV), 2019, (to appear). Links | BibTeX | Tags: 2019 @inproceedings{sattar19wacv,
title = {Fashion is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources },
author = {Hosnieh Sattar and Gerard Pons-Moll and Mario Fritz},
url = {preliminary:
//arxiv.org/abs/1807.03235
//arxiv.org/pdf/1807.03235.pdf},
year = {2019},
date = {2019-01-08},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
note = {to appear},
keywords = {2019},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Technical Reports
|
 | Yang He; Shadi Rahimian; Bernt Schiele; Mario Fritz Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation Technical Report arXiv:1912.09685, 2019. Links | BibTeX | Tags: 2019, 2020 @techreport{he19arxiv,
title = {Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation},
author = {Yang He and Shadi Rahimian and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1912.09685
https://arxiv.org/pdf/1912.09685.pdf},
year = {2019},
date = {2019-12-19},
type = {arXiv:1912.09685},
keywords = {2019, 2020},
pubstate = {published},
tppubtype = {techreport}
}
|
| Vedika Agarwal; Rakshith Shetty; Mario Fritz
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Technical Report 2019. Links | BibTeX | Tags: 2019, 2020 @techreport{agarwal19arxiv,
title = {Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing},
author = {Vedika Agarwal and Rakshith Shetty and Mario Fritz
},
url = {https://arxiv.org/abs/1912.07538
https://arxiv.org/pdf/1912.07538.pdf},
year = {2019},
date = {2019-12-16},
keywords = {2019, 2020},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Apratim Bhattacharyya; Mario Fritz; Bernt Schiele "Best-of-Many-Samples" Distribution Matching Technical Report arXiv:1909.12598, 2019. Links | BibTeX | Tags: 2019 @techreport{bhattacharyya19arxivb,
title = {"Best-of-Many-Samples" Distribution Matching},
author = {Apratim Bhattacharyya and Mario Fritz and Bernt Schiele},
url = {//arxiv.org/abs/1909.12598
//arxiv.org/pdf/1909.12598.pdf},
year = {2019},
date = {2019-09-27},
type = {arXiv:1909.12598},
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Dingfan Chen; Ning Yu; Yang Zhang; Mario Fritz GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs Technical Report arXiv:1909.03935, 2019. Links | BibTeX | Tags: 2019 @techreport{chen19arxiv,
title = {GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs},
author = {Dingfan Chen and Ning Yu and Yang Zhang and Mario Fritz},
url = {https://arxiv.org/abs/1909.03935
https://arxiv.org/pdf/1909.03935.pdf},
year = {2019},
date = {2019-09-09},
type = {arXiv:1909.03935},
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Sahar Abdelnabi; Katharina Krombholz; Mario Fritz WhiteNet: Phishing Website Detection by Visual Whitelists Technical Report arXiv:1909.00300, 2019. Links | BibTeX | Tags: 2019 @techreport{abdelnabi19arxiv,
title = {WhiteNet: Phishing Website Detection by Visual Whitelists},
author = {Sahar Abdelnabi and Katharina Krombholz and Mario Fritz},
url = {https://arxiv.org/abs/1909.00300
https://arxiv.org/pdf/1909.00300.pdf},
year = {2019},
date = {2019-09-01},
type = {arXiv:1909.00300},
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Apratim Bhattacharyya; Michael Hanselmann; Mario Fritz; Bernt Schiele; Christoph-Nikolas Straehle Conditional Flow Variational Autoencoders for Structured Sequence Prediction Technical Report arXiv:1908.09008, 2019. Links | BibTeX | Tags: 2019 @techreport{bhattacharyya19arxiv,
title = {Conditional Flow Variational Autoencoders for Structured Sequence Prediction},
author = {Apratim Bhattacharyya and Michael Hanselmann and Mario Fritz and Bernt Schiele and Christoph-Nikolas Straehle},
url = {https://arxiv.org/abs/1908.09008
https://arxiv.org/pdf/1908.09008.pdf},
year = {2019},
date = {2019-08-24},
type = {arXiv:1908.09008},
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Max Losch; Mario Fritz; Bernt Schiele Interpretability Beyond Classification Output: Semantic Bottleneck Networks Technical Report arXiv:1907.10882 , 2019. Links | BibTeX | Tags: 2019 @techreport{losch19arxiv,
title = {Interpretability Beyond Classification Output: Semantic Bottleneck Networks},
author = {Max Losch and Mario Fritz and Bernt Schiele},
url = {//arxiv.org/abs/1907.10882
//arxiv.org/pdf/1907.10882.pdf},
year = {2019},
date = {2019-07-25},
type = {arXiv:1907.10882 },
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
| Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks Technical Report 2019. Links | BibTeX | Tags: 2019 @techreport{orekondy19arxiv,
title = {Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks},
author = {Tribhuvanesh Orekondy and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1906.10908
https://arxiv.org/pdf/1906.10908.pdf},
year = {2019},
date = {2019-06-26},
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Hossein Hajipour; Apratim Bhattacharyya; Mario Fritz SampleFix: Learning to Correct Programs by Sampling Diverse Fixes Technical Report arXiv:1906.10502, 2019. Links | BibTeX | Tags: 2019 @techreport{hajipour19arxiv,
title = {SampleFix: Learning to Correct Programs by Sampling Diverse Fixes},
author = {Hossein Hajipour and Apratim Bhattacharyya and Mario Fritz},
url = {//arxiv.org/abs/1906.10502
//arxiv.org/pdf/1906.10502.pdf},
year = {2019},
date = {2019-06-24},
type = {arXiv:1906.10502},
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Hosnieh Sattar; Katharina Krombholz; Gerard Pons-Moll; Mario Fritz Shape Evasion: Preventing Body Shape Inference of Multi-Stage Approaches Technical Report arXiv:1905.11503 , 2019. Links | BibTeX | Tags: 2019 @techreport{sattar19arxiv,
title = {Shape Evasion: Preventing Body Shape Inference of Multi-Stage Approaches},
author = {Hosnieh Sattar and Katharina Krombholz and Gerard Pons-Moll and Mario Fritz},
url = {//arxiv.org/abs/1905.11503
//arxiv.org/pdf/1905.11503.pdf},
year = {2019},
date = {2019-05-30},
type = {arXiv:1905.11503 },
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Wenbin Li; Ales Leonardis; Jeannette Bohg; Mario Fritz Learning Manipulation under Physics Constraints with Visual Perception Technical Report 2019. Links | BibTeX | Tags: 2019 @techreport{li19arxiv,
title = {Learning Manipulation under Physics Constraints with Visual Perception},
author = {Wenbin Li and Ales Leonardis and Jeannette Bohg and Mario Fritz},
url = {//arxiv.org/abs/1904.09860
//arxiv.org/pdf/1904.09860.pdf
},
year = {2019},
date = {2019-04-19},
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
| Ahmed Salem; Apratim Bhattacharyya; Michael Backes; Mario Fritz; Yang Zhang Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning Technical Report 2019. Links | BibTeX | Tags: 2019 @techreport{salem19arxiv,
title = {Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning},
author = {Ahmed Salem and Apratim Bhattacharyya and Michael Backes and Mario Fritz and Yang Zhang},
url = {//arxiv.org/abs/1904.01067
//arxiv.org/pdf/1904.01067.pdf},
year = {2019},
date = {2019-04-03},
journal = {arXiv:1904.01067},
keywords = {2019},
pubstate = {published},
tppubtype = {techreport}
}
|
Workshops
|
 | Shadi Rahimian; Tribhuvanesh Orekondy; Mario Fritz Differential Privacy Defenses and Sampling Attacks for Membership Inference Workshop NeurIPS Workshop on Privacy in Machine Learning (PRIML), 2019. Links | BibTeX | Tags: 2019 @workshop{Rahimian19priml,
title = {Differential Privacy Defenses and Sampling Attacks for Membership Inference},
author = {Shadi Rahimian and Tribhuvanesh Orekondy and Mario Fritz},
url = {https://priml-workshop.github.io/priml2019/papers/PriML2019_paper_47.pdf},
year = {2019},
date = {2019-12-14},
booktitle = {NeurIPS Workshop on Privacy in Machine Learning (PRIML)},
keywords = {2019},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Ahmed Salem; Apratim Bhattacharyya; Michael Backes; Mario Fritz; Yang Zhang Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning Workshop Hot Topics in Privacy Enhancing Technologies (HotPETs), 2019. Links | BibTeX | Tags: 2019 @workshop{salem19hotpet,
title = {Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning},
author = {Ahmed Salem and Apratim Bhattacharyya and Michael Backes and Mario Fritz and Yang Zhang},
url = {https://arxiv.org/abs/1904.01067
https://arxiv.org/pdf/1904.01067.pdf},
year = {2019},
date = {2019-07-19},
booktitle = {Hot Topics in Privacy Enhancing Technologies (HotPETs)},
keywords = {2019},
pubstate = {published},
tppubtype = {workshop}
}
|
 | Rakibul Hasan; David Crandall; Mario Fritz; Apu Kapadia Understanding and Recognizing Bystanders in Images for Privacy Protection Workshop Privacy, Usability, and Transparency (PUT) @ PETs, 2019. Links | BibTeX | Tags: 2019 @workshop{hasan19put,
title = {Understanding and Recognizing Bystanders in Images for Privacy Protection},
author = {Rakibul Hasan and David Crandall and Mario Fritz and Apu Kapadia},
url = {https://petsymposium.org/2019/files/workshop/abstracts/PUT_2019_paper_15.pdf},
year = {2019},
date = {2019-07-15},
booktitle = {Privacy, Usability, and Transparency (PUT) @ PETs},
keywords = {2019},
pubstate = {published},
tppubtype = {workshop}
}
|
2018
|
Journal Articles
|
 | Seyedmajid Azimi; Dominik Britz; Michael Engstler; Mario Fritz; Frank Mücklich Advanced Steel Microstructural Classification by Deep Learning Methods Journal Article Scientific Reports, 2018. Links | BibTeX | Tags: 2018 @article{majid17srep,
title = {Advanced Steel Microstructural Classification by Deep Learning Methods},
author = {Seyedmajid Azimi and Dominik Britz and Michael Engstler and Mario Fritz and Frank Mücklich},
url = {https://www.nature.com/articles/s41598-018-20037-5
https://www.nature.com/articles/s41598-018-20037-5.pdf},
year = {2018},
date = {2018-02-01},
journal = {Scientific Reports},
publisher = {Nature Publishing Group},
keywords = {2018},
pubstate = {published},
tppubtype = {article}
}
|
 | Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel; Efstratios Gavves; Mario Fritz; Luc Van Gool; Tinne Tuytelaars Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning Journal Article Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018. BibTeX | Tags: 2017, 2018 @article{gergoulis18tpami,
title = {Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning},
author = {Stamatios Georgoulis and Konstantinos Rematas and Tobias Ritschel and Efstratios Gavves and Mario Fritz and Luc Van Gool and Tinne Tuytelaars},
year = {2018},
date = {2018-01-01},
journal = {Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
keywords = {2017, 2018},
pubstate = {published},
tppubtype = {article}
}
|
Inproceedings
|
 | Rakshith Shetty; Mario Fritz; Bernt Schiele Adversarial Scene Editing: Automatic Object Removal from Weak Supervision Inproceedings Neural Information Processing Systems (NIPS), 2018. Links | BibTeX | Tags: 2018 @inproceedings{shetty18nips,
title = {Adversarial Scene Editing: Automatic Object Removal from Weak Supervision },
author = {Rakshith Shetty and Mario Fritz and Bernt Schiele},
url = {preliminary:
https://arxiv.org/abs/1806.01911
https://arxiv.org/pdf/1806.01911.pdf},
year = {2018},
date = {2018-12-03},
booktitle = {Neural Information Processing Systems (NIPS)},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Yang He; Bernt Schiele; Mario Fritz Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes Inproceedings European Conference on Computer Vision (ECCV), 2018. Links | BibTeX | Tags: 2018 @inproceedings{he18eccv,
title = {Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes},
author = {Yang He and Bernt Schiele and Mario Fritz},
url = {http://openaccess.thecvf.com/content_ECCV_2018/papers/Yang_He_Diverse_Conditional_Image_ECCV_2018_paper.pdf},
year = {2018},
date = {2018-09-12},
booktitle = {European Conference on Computer Vision (ECCV)},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Qianru Sun; Ayush Tewari; Weipeng Xu; Mario Fritz; Christian Theobalt; Bernt Schiele A Hybrid Model for Identity Obfuscation by Face Replacement Inproceedings European Conference on Computer Vision, 2018. Links | BibTeX | Tags: 2018 @inproceedings{sun18eccv,
title = {A Hybrid Model for Identity Obfuscation by Face Replacement},
author = {Qianru Sun and Ayush Tewari and Weipeng Xu and Mario Fritz and Christian Theobalt and Bernt Schiele},
url = {https://arxiv.org/abs/1804.04779
https://arxiv.org/pdf/1804.04779.pdf},
year = {2018},
date = {2018-09-09},
booktitle = {European Conference on Computer Vision},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Misha Wagner; Hector Basevi; Rakshith Shetty; Wenbin Li; Mateusz Malinowski; Mario Fritz; Ales Leonardis Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions Inproceedings Visual Learning and Embodied Agents in Simulation Environments Workshop at European Conference on Computer Vision, 2018. Links | BibTeX | Tags: 2018 @inproceedings{wagner18eccvw,
title = {Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions},
author = {Misha Wagner and Hector Basevi and Rakshith Shetty and Wenbin Li and Mateusz Malinowski and Mario Fritz and Ales Leonardis},
url = {https://arxiv.org/abs/1809.03707
https://arxiv.org/pdf/1809.03707.pdf},
year = {2018},
date = {2018-09-08},
booktitle = {Visual Learning and Embodied Agents in Simulation Environments Workshop at European Conference on Computer Vision},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Edgar Tretschk; Seong Joon Oh; Mario Fritz Sequential Attacks on Agents for Long-Term Adversarial Goals Inproceedings 2. ACM Computer Science in Cars Symposium -- Future Challenges in Artificial Intelligence & Security for Autonomous Vehicles, 2018. BibTeX | Tags: 2018 @inproceedings{edgar18cscs,
title = {Sequential Attacks on Agents for Long-Term Adversarial Goals},
author = {Edgar Tretschk and Seong Joon Oh and Mario Fritz}},
year = {2018},
date = {2018-09-01},
booktitle = {2. ACM Computer Science in Cars Symposium -- Future Challenges in Artificial Intelligence & Security for Autonomous Vehicles},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Rakshith Shetty; Bernt Schiele; Mario Fritz A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation Inproceedings 27th USENIX Security Symposium (USENIX Security 18), 2018. Links | BibTeX | Tags: 2018 @inproceedings{usenix18rakshith,
title = {A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation},
author = {Rakshith Shetty and Bernt Schiele and Mario Fritz},
url = {preliminary version:
https://arxiv.org/abs/1711.01921
https://arxiv.org/pdf/1711.01921.pdf
},
year = {2018},
date = {2018-08-17},
booktitle = {27th USENIX Security Symposium (USENIX Security 18)},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Apratim Bhattacharyya; Bernt Schiele; Mario Fritz Accurate and Diverse Sampling of Sequences based on a “Best of Many” Sample Objective Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. Links | BibTeX | Tags: 2018 @inproceedings{apratim18cvprb,
title = {Accurate and Diverse Sampling of Sequences based on a “Best of Many” Sample Objective},
author = {Apratim Bhattacharyya and Bernt Schiele and Mario Fritz},
url = {http://openaccess.thecvf.com/content_cvpr_2018/CameraReady/3890.pdf},
year = {2018},
date = {2018-06-22},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Tribhuvanesh Orekondy; Mario Fritz; Bernt Schiele Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. Links | BibTeX | Tags: 2018 @inproceedings{tribhu18cvpr,
title = {Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images},
author = {Tribhuvanesh Orekondy and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1712.01066
https://arxiv.org/pdf/1712.01066.pdf},
year = {2018},
date = {2018-06-18},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Qianru Sun; Liqian Ma; Seong Joon Oh; Luc Van Gool; Bernt Schiele; Mario Fritz Natural and Effective Obfuscation by Head Inpainting Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. Links | BibTeX | Tags: 2018 @inproceedings{sun18cvpr,
title = {Natural and Effective Obfuscation by Head Inpainting},
author = {Qianru Sun and Liqian Ma and Seong Joon Oh and Luc Van Gool and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1711.09001
https://arxiv.org/pdf/1711.09001.pdf},
year = {2018},
date = {2018-06-18},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Liqian Ma; Qianru Sun; Stamatios Georgoulis; Luc Van Gool; Bernt Schiele; Mario Fritz Disentangled Person Image Generation Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. Links | BibTeX | Tags: 2018 @inproceedings{ma18cvpr,
title = {Disentangled Person Image Generation },
author = {Liqian Ma and Qianru Sun and Stamatios Georgoulis and Luc Van Gool and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1712.02621
https://arxiv.org/pdf/1712.02621.pdf},
year = {2018},
date = {2018-06-18},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Apratim Bhattacharyya; Mario Fritz; Bernt Schiele Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. Links | BibTeX | Tags: 2018 @inproceedings{apratim18cvpr,
title = {Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty},
author = {Apratim Bhattacharyya and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1711.09026
https://arxiv.org/pdf/1711.09026.pdf},
year = {2018},
date = {2018-06-18},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Seong Joon Oh; Max Augustin; Bernt Schiele; Mario Fritz Towards Reverse-Engineering Black-Box Neural Networks Inproceedings Internation Conference on Representation Learning (ICLR), 2018, (to appear). Links | BibTeX | Tags: 2018 @inproceedings{joon18icrl,
title = {Towards Reverse-Engineering Black-Box Neural Networks},
author = {Seong Joon Oh and Max Augustin and Bernt Schiele and Mario Fritz},
url = {https://github.com/coallaoh/WhitenBlackBox
https://arxiv.org/abs/1711.01768
https://arxiv.org/pdf/1711.01768.pdf},
year = {2018},
date = {2018-04-30},
booktitle = {Internation Conference on Representation Learning (ICLR)},
note = {to appear},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Apratim Bhattacharyya; Mateusz Malinowski; Bernt Schiele; Mario Fritz Long-Term Image Boundary Prediction Inproceedings Association for the Advancement of Artificial Intelligence (AAAI), 2018. Links | BibTeX | Tags: 2018 @inproceedings{apratim18aaai,
title = {Long-Term Image Boundary Prediction},
author = {Apratim Bhattacharyya and Mateusz Malinowski and Bernt Schiele and Mario Fritz},
url = {https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/viewFile/17280/16540},
year = {2018},
date = {2018-02-02},
booktitle = {Association for the Advancement of Artificial Intelligence (AAAI)},
keywords = {2018},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Technical Reports
|
 | Rakshith Shetty; Bernt Schiele; Mario Fritz Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation Technical Report arXiv:1812.06707, 2018. Links | BibTeX | Tags: 2018 @techreport{shetty8arxiv,
title = {Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation},
author = {Rakshith Shetty and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1812.06707
https://arxiv.org/pdf/1812.06707.pdf},
year = {2018},
date = {2018-12-17},
type = {arXiv:1812.06707},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz Knockoff Nets: Stealing Functionality of Black-Box Models Technical Report arXiv:1812.02766, 2018. Links | BibTeX | Tags: 2018 @techreport{tribhu18arxivb,
title = {Knockoff Nets: Stealing Functionality of Black-Box Models},
author = {Tribhuvanesh Orekondy and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1812.02766
https://arxiv.org/pdf/1812.02766.pdf
},
year = {2018},
date = {2018-12-10},
type = {arXiv:1812.02766},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Ning Yu; Larry Davis; Mario Fritz Attributing Fake Images to GANs: Analyzing Fingerprints in Generated Images Technical Report 2018. Links | BibTeX | Tags: 2018 @techreport{yu18arxiv,
title = {Attributing Fake Images to GANs: Analyzing Fingerprints in Generated Images},
author = {Ning Yu and Larry Davis and Mario Fritz},
url = {https://arxiv.org/abs/1811.08180
https://arxiv.org/pdf/1811.08180.pdf},
year = {2018},
date = {2018-11-21},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Lucjan Hanzlik; Yang Zhang; Kathrin Grosse; Ahmed Salem; Max Augustin; Michael Backes; Mario Fritz MLCapsule: Guarded Offline Deployment of Machine Learning as a Service Technical Report arXiv:1808.00590 [cs.CR], 2018. Links | BibTeX | Tags: 2018 @techreport{hanzlik18arixv,
title = {MLCapsule: Guarded Offline Deployment of Machine Learning as a Service},
author = {Lucjan Hanzlik and Yang Zhang and Kathrin Grosse and Ahmed Salem and Max Augustin and Michael Backes and Mario Fritz},
url = {https://arxiv.org/abs/1808.00590
https://arxiv.org/pdf/1808.00590.pdf},
year = {2018},
date = {2018-08-03},
type = {arXiv:1808.00590 [cs.CR]},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Hosnieh Sattar; Gerard Pons-Moll; Mario Fritz Fashion is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources Technical Report arXiv:1807.03235, 2018. Links | BibTeX | Tags: 2018 @techreport{sattar18arxiv,
title = {Fashion is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources},
author = {Hosnieh Sattar and Gerard Pons-Moll and Mario Fritz},
url = {//arxiv.org/abs/1807.03235
//arxiv.org/pdf/1807.03235.pdf
},
year = {2018},
date = {2018-07-10},
type = {arXiv:1807.03235},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
| Ahmed Salem; Yang Zhang; Mathias Humbert; Mario Fritz; Michael Backes ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models Technical Report arXiv:1806.01246 [cs.CR], 2018. Links | BibTeX | Tags: 2018 @techreport{salem18arxiv,
title = {ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models},
author = {Ahmed Salem and Yang Zhang and Mathias Humbert and Mario Fritz and Michael Backes},
url = {https://arxiv.org/abs/1806.01246
https://arxiv.org/pdf/1806.01246.pdf
},
year = {2018},
date = {2018-06-05},
type = {arXiv:1806.01246 [cs.CR]},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
| Rakshith Shetty; Mario Fritz; Bernt Schiele Adversarial Scene Editing: Automatic Object Removal from Weak Supervision Technical Report 2018. Links | BibTeX | Tags: 2018 @techreport{rakshith18arxiv,
title = {Adversarial Scene Editing: Automatic Object Removal from Weak Supervision},
author = {Rakshith Shetty and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1806.01911
https://arxiv.org/pdf/1806.01911.pdf},
year = {2018},
date = {2018-06-05},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
| Edgar Tretschk; Seong Joon Oh; Mario Fritz Sequential Attacks on Agents for Long-Term Adversarial Goals Technical Report arXiv:1805.12487, 2018. Links | BibTeX | Tags: 2018 @techreport{tretschk18arxiv,
title = {Sequential Attacks on Agents for Long-Term Adversarial Goals},
author = {Edgar Tretschk and Seong Joon Oh and Mario Fritz},
url = {https://arxiv.org/abs/1805.12487
https://arxiv.org/pdf/1805.12487.pdf
},
year = {2018},
date = {2018-05-31},
type = {arXiv:1805.12487},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Tribhuvanesh Orekondy; Seong Joon Oh; Bernt Schiele; Mario Fritz Understanding and Controlling User Linkability in Decentralized Learning Technical Report arXiv:1805.05838 [cs.CR], 2018. Links | BibTeX | Tags: 2018 @techreport{tribhu18arxiv,
title = {Understanding and Controlling User Linkability in Decentralized Learning},
author = {Tribhuvanesh Orekondy and Seong Joon Oh and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1805.05838
https://arxiv.org/pdf/1805.05838.pdf},
year = {2018},
date = {2018-05-16},
type = {arXiv:1805.05838 [cs.CR]},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Qianru Sun; Ayush Tewari; Weipeng Xu; Mario Fritz; Christian Theobalt; Bernt Schiele A Hybrid Model for Identity Obfuscation by Face Replacement Technical Report arXiv:1804.04779 [cs.CV], 2018. Links | BibTeX | Tags: 2018 @techreport{sun18arxiv,
title = {A Hybrid Model for Identity Obfuscation by Face Replacement},
author = {Qianru Sun and Ayush Tewari and Weipeng Xu and Mario Fritz and Christian Theobalt and Bernt Schiele},
url = {https://arxiv.org/abs/1804.04779
https://arxiv.org/pdf/1804.04779.pdf},
year = {2018},
date = {2018-04-13},
type = {arXiv:1804.04779 [cs.CV]},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Maxim Maximov; Tobias Ritschel; Mario Fritz Deep Appearance Maps Technical Report arXiv:1804.00863 [cs.CV], 2018. Links | BibTeX | Tags: 2018 @techreport{maximov18arxiv,
title = {Deep Appearance Maps},
author = {Maxim Maximov and Tobias Ritschel and Mario Fritz},
url = {https://arxiv.org/abs/1804.00863
https://arxiv.org/pdf/1804.00863.pdf},
year = {2018},
date = {2018-04-03},
type = {arXiv:1804.00863 [cs.CV]},
keywords = {2018},
pubstate = {published},
tppubtype = {techreport}
}
|
2017
|
Journal Articles
|
 | Mateusz Malinowski; Marcus Rohrbach; Mario Fritz Ask Your Neurons: A Deep Learning Approach to Visual Question Answering Journal Article International Journal of Computer Vision (IJCV), 2017, (to appear). Links | BibTeX | Tags: 2017 @article{malinowski17ijcv,
title = {Ask Your Neurons: A Deep Learning Approach to Visual Question Answering},
author = {Mateusz Malinowski and Marcus Rohrbach and Mario Fritz},
url = {http://arxiv.org/abs/1605.02697
https://arxiv.org/pdf/1605.02697},
year = {2017},
date = {2017-07-07},
journal = {International Journal of Computer Vision (IJCV)},
note = {to appear},
keywords = {2017},
pubstate = {published},
tppubtype = {article}
}
|
 | Konstantinos Rematas; Chuong Nguyen; Tobias Ritschel; Mario Fritz; Tinne Tuytelaars Novel Views of Objects from a Single Image Journal Article Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017. Links | BibTeX | Tags: 2016, 2017 @article{rematas17tpami,
title = {Novel Views of Objects from a Single Image},
author = {Konstantinos Rematas and Chuong Nguyen and Tobias Ritschel and Mario Fritz and Tinne Tuytelaars},
url = {http://homes.cs.washington.edu/~krematas/ViewSynthesis/
http://arxiv.org/abs/1602.00328
http://arxiv.org/pdf/1602.00328},
year = {2017},
date = {2017-01-01},
journal = {Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
keywords = {2016, 2017},
pubstate = {published},
tppubtype = {article}
}
|
Inproceedings
|
 | Hosnieh Sattar; Andreas Bulling; Mario Fritz Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling Inproceedings Mutual Benefits of Cognitive and Computer Vision Workshop at International Conference on Computer Vision (ICCV-W), 2017. Links | BibTeX | Tags: 2017 @inproceedings{sattar17iccvw,
title = {Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling},
author = {Hosnieh Sattar and Andreas Bulling and Mario Fritz},
url = {https://arxiv.org/abs/1611.10162
https://arxiv.org/pdf/1611.10162.pdf
https://www.youtube.com/watch?v=wPeyK5jkjUU},
year = {2017},
date = {2017-10-30},
booktitle = {Mutual Benefits of Cognitive and Computer Vision Workshop at International Conference on Computer Vision (ICCV-W)},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Inproceedings IEEE International Conference on Computer Vision (ICCV), 2017. Links | BibTeX | Tags: 2017 @inproceedings{orekondy17iccv,
title = {Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images},
author = {Tribhuvanesh Orekondy and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1703.10660
https://arxiv.org/pdf/1703.10660.pdf
https://tribhuvanesh.github.io/vpa/},
year = {2017},
date = {2017-10-29},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Rakshith Shetty; Marcus Rohrbach; Lisa Anne Hendricks; Mario Fritz; Bernt Schiele Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training Inproceedings IEEE International Conference on Computer Vision (ICCV), 2017. Links | BibTeX | Tags: 2017 @inproceedings{rakshith17iccv,
title = {Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training},
author = {Rakshith Shetty and Marcus Rohrbach and Lisa Anne Hendricks and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1703.10476
https://arxiv.org/pdf/1703.10476.pdf},
year = {2017},
date = {2017-10-28},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Seong Joon Oh; Mario Fritz; Bernt Schiele Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective Inproceedings IEEE International Conference on Computer Vision (ICCV), 2017, 2017. Links | BibTeX | Tags: 2017 @inproceedings{oh17iccv,
title = {Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective},
author = {Seong Joon Oh and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1703.09471
https://arxiv.org/pdf/1703.09471.pdf},
year = {2017},
date = {2017-10-27},
booktitle = {IEEE International Conference on Computer Vision (ICCV), 2017},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel; Mario Fritz; Tinne Tuytelaars; Luc Van Gool What Is Around The Camera? Inproceedings IEEE International Conference on Computer Vision (ICCV), 2017. Links | BibTeX | Tags: 2017 @inproceedings{stam17iccv,
title = {What Is Around The Camera?},
author = {Stamatios Georgoulis and Konstantinos Rematas and Tobias Ritschel and Mario Fritz and Tinne Tuytelaars and Luc Van Gool},
url = {https://arxiv.org/abs/1611.09325
https://arxiv.org/pdf/1611.09325.pdf},
year = {2017},
date = {2017-10-26},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Yang He; Margret Keuper; Bernt Schiele; Mario Fritz Learning Dilation Factors for Semantic Segmentation of Street Scenes Inproceedings German Conference on Pattern Recognition (GCPR), 2017. Links | BibTeX | Tags: 2017 @inproceedings{he17gcpr,
title = {Learning Dilation Factors for Semantic Segmentation of Street Scenes},
author = {Yang He and Margret Keuper and Bernt Schiele and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/main51.pdf},
year = {2017},
date = {2017-09-13},
booktitle = {German Conference on Pattern Recognition (GCPR)},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Yang He; Wei-Chen Chiu; Margret Keuper; Mario Fritz STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. Links | BibTeX | Tags: 2017 @inproceedings{yang17cvpr,
title = {STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling},
author = {Yang He and Wei-Chen Chiu and Margret Keuper and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/cvpr2017.pdf
https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/2002-supp.pdf},
year = {2017},
date = {2017-07-25},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Qianru Sun; Bernt Schiele; Mario Fritz A Domain Based Approach to Social Relation Recognition Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. Links | BibTeX | Tags: 2017 @inproceedings{sun17cvpr,
title = {A Domain Based Approach to Social Relation Recognition},
author = {Qianru Sun and Bernt Schiele and Mario Fritz },
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/main_paper.pdf
https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/1289-supp.pdf},
year = {2017},
date = {2017-07-24},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Seong Joon Oh; Rodrigo Benenson; Anna Khoreva; Zeynep Akata; Mario Fritz; Bernt Schiele Exploiting saliency for object segmentation from image level labels Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. Links | BibTeX | Tags: 2017 @inproceedings{joon17cvpr,
title = {Exploiting saliency for object segmentation from image level labels},
author = {Seong Joon Oh and Rodrigo Benenson and Anna Khoreva and Zeynep Akata and Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/cvpr2017-1.pdf
https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/1802-supp.pdf},
year = {2017},
date = {2017-07-23},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Xucong Zhang; Yusuke Sugano; Mario Fritz; Andreas Bulling It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation Inproceedings 1st International Workshop on Deep Affective Learning and Context Modeling at Computer Vision and Pattern Recognition Conference (CVPR-W), 2017. Links | BibTeX | Tags: 2017 @inproceedings{xucong17cvprw,
title = {It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation},
author = {Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling},
url = {https://arxiv.org/abs/1611.08860
https://arxiv.org/pdf/1611.08860.pdf},
year = {2017},
date = {2017-07-22},
booktitle = {1st International Workshop on Deep Affective Learning and Context Modeling at Computer Vision and Pattern Recognition Conference (CVPR-W)},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wenbin Li; Ales Leonardis; Mario Fritz Visual Stability Prediction for Robotic Manipulation Inproceedings IEEE International Conference on Robotics and Automation (ICRA), 2017, (to appear). Links | BibTeX | Tags: 2017 @inproceedings{li17icra,
title = {Visual Stability Prediction for Robotic Manipulation},
author = {Wenbin Li and Ales Leonardis and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/icra2017-visualstabilitypredictionforroboticmanipulation.pdf},
year = {2017},
date = {2017-05-23},
booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
note = {to appear},
keywords = {2017},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Miscellaneous
|
| Apratim Bhattacharyya; Mario Fritz; Bernt Schiele Long-Term On-Board Prediction of Pedestrians in Traffic Scenes Miscellaneous Conference on Robot Learning (CoRL), 2017. Links | BibTeX | Tags: 2017 @misc{apratim17corl,
title = {Long-Term On-Board Prediction of Pedestrians in Traffic Scenes},
author = {Apratim Bhattacharyya and Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/CoRL2017_final.pdf},
year = {2017},
date = {2017-10-29},
howpublished = {Conference on Robot Learning (CoRL)},
keywords = {2017},
pubstate = {published},
tppubtype = {misc}
}
|
 | Seong Joon Oh; Mario Fritz; Bernt Schiele From Understanding to Controlling Privacy against Automatic Person Identification in Social Media Miscellaneous The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security (CV-COPS 2017), 2017. Links | BibTeX | Tags: 2017 @misc{oh17iccvw,
title = {From Understanding to Controlling Privacy against Automatic Person Identification in Social Media},
author = {Seong Joon Oh and Mario Fritz and Bernt Schiele},
url = {http://vision.soic.indiana.edu/bright-and-dark-workshop-2017/From_Understanding_to_Controlling_Privacy_against_Automatic_Person_Recognition_in_Social_Media.pdf},
year = {2017},
date = {2017-07-21},
howpublished = {The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security (CV-COPS 2017)},
keywords = {2017},
pubstate = {published},
tppubtype = {misc}
}
|
 | Wenbin Li; Ales Leonardis; Mario Fritz Visual Stability Prediction and Its Application to Manipulation Miscellaneous AAAI Spring Symposium Series: Interactive Multi-Sensory Object Perception for Embodied Agents, 2017. Links | BibTeX | Tags: 2017 @misc{li16aaai,
title = {Visual Stability Prediction and Its Application to Manipulation},
author = {Wenbin Li and Ales Leonardis and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/aaai-visualstabilitymanipulation.pdf
extended version:
https://arxiv.org/abs/1609.04861},
year = {2017},
date = {2017-01-01},
howpublished = {AAAI Spring Symposium Series: Interactive Multi-Sensory Object Perception for Embodied Agents},
keywords = {2017},
pubstate = {published},
tppubtype = {misc}
}
|
Technical Reports
|
| Liqian Ma; Qianru Sun; Stamatios Georgoulis; Luc Van Gool; Bernt Schiele; Mario Fritz Disentangled Person Image Generation Technical Report arXiv:1712.02621 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{ma17arxiv,
title = {Disentangled Person Image Generation},
author = {Liqian Ma and Qianru Sun and Stamatios Georgoulis and Luc Van Gool and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1712.02621
https://arxiv.org/pdf/1712.02621.pdf},
year = {2017},
date = {2017-12-08},
type = {arXiv:1712.02621 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
| Tribhuvanesh Orekondy; Mario Fritz; Bernt Schiele Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images Technical Report arXiv:1712.01066 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{orekondy17arxiv,
title = {Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images},
author = {Tribhuvanesh Orekondy and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1712.01066
https://arxiv.org/pdf/1712.01066.pdf},
year = {2017},
date = {2017-12-05},
type = {arXiv:1712.01066 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
| Qianru Sun; Liqian Ma; Seong Joon Oh; Luc Van Gool; Bernt Schiele; Mario Fritz Natural and Effective Obfuscation by Head Inpainting Technical Report arXiv:1711.09001 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{sun17arix,
title = {Natural and Effective Obfuscation by Head Inpainting},
author = {Qianru Sun and Liqian Ma and Seong Joon Oh and Luc Van Gool and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1711.09001
https://arxiv.org/pdf/1711.09001.pdf},
year = {2017},
date = {2017-11-27},
type = {arXiv:1711.09001 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Apratim Bhattacharyya; Mario Fritz; Bernt Schiele Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty Technical Report arXiv:1711.09026 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{apratim17arxiv,
title = {Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty},
author = {Apratim Bhattacharyya and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1711.09026
https://arxiv.org/pdf/1711.09026.pdf
},
year = {2017},
date = {2017-11-26},
type = {arXiv:1711.09026 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
| Rakshith Shetty; Bernt Schiele; Mario Fritz A4NT : Author Attribute Anonymity by Adversarial Training of Neural Machine Translation Technical Report arXiv:1711.01921, 2017. Links | BibTeX | Tags: 2017 @techreport{rakshith17arxivb,
title = {A4NT : Author Attribute Anonymity by Adversarial Training of Neural Machine Translation},
author = {Rakshith Shetty and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1711.01921
https://arxiv.org/pdf/1711.01921.pdf},
year = {2017},
date = {2017-11-08},
type = {arXiv:1711.01921},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Seong Joon Oh; Max Augustin; Bernt Schiele; Mario Fritz Whitening Black-Box Neural Networks Technical Report arXiv:1711.01768, 2017. Links | BibTeX | Tags: 2017 @techreport{oh17arxiv2b,
title = {Whitening Black-Box Neural Networks},
author = {Seong Joon Oh and Max Augustin and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1711.01768
https://arxiv.org/pdf/1711.01768.pdf},
year = {2017},
date = {2017-11-07},
type = {arXiv:1711.01768},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Wenbin Li; Jeannette Bohg; Mario Fritz Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning Technical Report arXiv:1711.00267, 2017. Links | BibTeX | Tags: 2017 @techreport{li17arxiv,
title = {Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning},
author = {Wenbin Li and Jeannette Bohg and Mario Fritz},
url = {https://arxiv.org/abs/1711.00267
https://arxiv.org/pdf/1711.00267.pdf},
year = {2017},
date = {2017-11-06},
type = {arXiv:1711.00267},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele Person Recognition in Social Media Photos Technical Report (arXiv:1710.03224 [cs.CV]), 2017. Links | BibTeX | Tags: 2017 @techreport{oh07arxiv,
title = {Person Recognition in Social Media Photos},
author = {Seong Joon Oh and Rodrigo Benenson and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1710.03224
https://arxiv.org/pdf/1710.03224.pdf},
year = {2017},
date = {2017-10-09},
number = {arXiv:1710.03224 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
| Seyed Majid Azimi; Dominik Britz; Michael Engstler; Mario Fritz; Frank Muecklich Advanced Steel Microstructure Classification by Deep Learning Methods Technical Report arXiv:1706.06480 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{azimi17arxiv,
title = {Advanced Steel Microstructure Classification by Deep Learning Methods},
author = {Seyed Majid Azimi and Dominik Britz and Michael Engstler and Mario Fritz and Frank Muecklich},
url = {https://arxiv.org/abs/1706.06480
https://arxiv.org/pdf/1706.06480.pdf},
year = {2017},
date = {2017-06-21},
type = {arXiv:1706.06480 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Hosnieh Sattar; Mario Fritz; Andreas Bulling Visual Decoding of Targets During Visual Search From Human Eye Fixations Technical Report arXiv:1706.05993 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{sattar17arxiv,
title = {Visual Decoding of Targets During Visual Search From Human Eye Fixations},
author = {Hosnieh Sattar and Mario Fritz and Andreas Bulling},
url = {https://arxiv.org/abs/1706.05993
https://arxiv.org/pdf/1706.05993.pdf},
year = {2017},
date = {2017-06-19},
type = {arXiv:1706.05993 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Technical Report arXiv:1703.10660 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{tribhu17arxiv,
title = {Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images},
author = {Tribhuvanesh Orekondy and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1703.10660
https://arxiv.org/pdf/1703.10660.pdf
},
year = {2017},
date = {2017-04-03},
type = {arXiv:1703.10660 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
| Rakshith Shetty; Marcus Rohrbach; Lisa Anne Hendricks; Mario Fritz; Bernt Schiele Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training Technical Report arXiv:1703.10476 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{rakshith17arxiv,
title = {Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training},
author = {Rakshith Shetty and Marcus Rohrbach and Lisa Anne Hendricks and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1703.10476
https://arxiv.org/pdf/1703.10476.pdf},
year = {2017},
date = {2017-03-31},
type = {arXiv:1703.10476 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
| Seong Joon Oh; Mario Fritz; Bernt Schiele Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective Technical Report arXiv:1703.09471 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{oh17arxiv2,
title = {Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective},
author = {Seong Joon Oh and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1703.09471
https://arxiv.org/pdf/1703.09471.pdf},
year = {2017},
date = {2017-03-30},
type = {arXiv:1703.09471 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Seong Joon Oh; Rodrigo Benenson; Anna Khoreva; Zeynep Akata; Mario Fritz; Bernt Schiele Exploiting saliency for object segmentation from image level labels Technical Report arXiv:1701.08261 [cs.CV], 2017. Links | BibTeX | Tags: 2017 @techreport{oh17arxiv,
title = {Exploiting saliency for object segmentation from image level labels},
author = {Seong Joon Oh and Rodrigo Benenson and Anna Khoreva and Zeynep Akata and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1701.08261
https://arxiv.org/pdf/1701.08261.pdf},
year = {2017},
date = {2017-01-31},
type = {arXiv:1701.08261 [cs.CV]},
keywords = {2017},
pubstate = {published},
tppubtype = {techreport}
}
|
2016
|
Inproceedings
|
 | Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele Faceless Person Recognition; Privacy Implications in Social Media Inproceedings European Conference on Computer Vision (ECCV), 2016, (to appear). Links | BibTeX | Tags: 2016 @inproceedings{joon16eccv,
title = {Faceless Person Recognition; Privacy Implications in Social Media},
author = {Seong Joon Oh and Rodrigo Benenson and Mario Fritz and Bernt Schiele},
url = {https://arxiv.org/abs/1607.08438
https://arxiv.org/pdf/1607.08438v1.pdf
},
year = {2016},
date = {2016-10-11},
booktitle = {European Conference on Computer Vision (ECCV)},
note = {to appear},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Abhishek Sharma; Oliver Grau; Mario Fritz VConv-DAE: Deep Volumetric Shape Learning Without Object Labels Inproceedings Geometry Meets Deep Learning Workshop at European Conference on Computer Vision (ECCV-W), 2016. Links | BibTeX | Tags: 2016 @inproceedings{sharma16eccvw,
title = {VConv-DAE: Deep Volumetric Shape Learning Without Object Labels},
author = {Abhishek Sharma and Oliver Grau and Mario Fritz},
url = {https://cispa.saarland/group/fritz/vconv-dae-deep-volumetric-shape-learning-without-object-labels/
http://arxiv.org/abs/1604.03755
http://arxiv.org/pdf/1604.03755v3.pdf},
year = {2016},
date = {2016-10-10},
booktitle = {Geometry Meets Deep Learning Workshop at European Conference on Computer Vision (ECCV-W)},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wei-Chen Chiu; Fabio Galasso; Mario Fritz Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles Inproceedings Asian Conference on Computer Vision (ACCV), 2016, (to appear). Links | BibTeX | Tags: 2016 @inproceedings{chiu16accv,
title = {Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles},
author = {Wei-Chen Chiu and Fabio Galasso and Mario Fritz},
url = {https://arxiv.org/abs/1609.00836
https://arxiv.org/pdf/1609.00836v2.pdf},
year = {2016},
date = {2016-10-01},
booktitle = {Asian Conference on Computer Vision (ACCV)},
note = {to appear},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Ashkan Mokarian; Mateusz Malinowski; Mario Fritz Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task Inproceedings British Machine Vision Conference (BMVC), 2016, (to appear). Links | BibTeX | Tags: 2016 @inproceedings{ashkan16bmvc,
title = {Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task},
author = {Ashkan Mokarian and Mateusz Malinowski and Mario Fritz},
url = {http://arxiv.org/abs/1608.02717
http://arxiv.org/pdf/1608.02717v1.pdf
},
year = {2016},
date = {2016-09-19},
booktitle = {British Machine Vision Conference (BMVC)},
note = {to appear},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Konstantinos Rematas; Tobias Ritschel; Mario Fritz; Efstratios Gavves; Tinne Tuytelaars Deep Reflectance Maps Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. Links | BibTeX | Tags: 2016 @inproceedings{rematas16cvpr,
title = {Deep Reflectance Maps },
author = {Konstantinos Rematas and Tobias Ritschel and Mario Fritz and Efstratios Gavves and Tinne Tuytelaars},
url = {http://arxiv.org/abs/1511.04384
http://arxiv.org/pdf/1511.04384v1.pdf
http://homes.cs.washington.edu/~krematas/DRM/},
year = {2016},
date = {2016-07-01},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Zeynep Akata; Mateusz Malinowski; Mario Fritz; Bernt Schiele Multi-Cue Zero-Shot Learning with Strong Supervision Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. Links | BibTeX | Tags: 2016 @inproceedings{akata16cvpr,
title = {Multi-Cue Zero-Shot Learning with Strong Supervision},
author = {Zeynep Akata and Mateusz Malinowski and Mario Fritz and Bernt Schiele},
url = {https://www.mpi-inf.mpg.de/index.php?id=2935
http://arxiv.org/abs/1603.08754
http://arxiv.org/pdf/1603.08754v1.pdf
},
year = {2016},
date = {2016-06-26},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Paarijaat Aditya; Rijurekha Sen; Seong Joon Oh; Rodrigo Benenson; Bobby Bhattacharjee; Peter Druschel; Tongtong Wu; Mario Fritz; Bernt Schiele I-Pic: A Platform for Privacy-Compliant Image Capture Inproceedings The 14th International Conference on Mobile Systems, Applications, and Services (MobiSys'16), Singapore, 2016. Links | BibTeX | Tags: 2016 @inproceedings{aditya-2016-ipic,
title = {I-Pic: A Platform for Privacy-Compliant Image Capture},
author = {Paarijaat Aditya and Rijurekha Sen and Seong Joon Oh and Rodrigo Benenson and Bobby Bhattacharjee and Peter Druschel and Tongtong Wu and Mario Fritz and Bernt Schiele},
url = {https://scalable.mpi-inf.mpg.de/files/2016/05/ipic-mobisys2016.pdf},
year = {2016},
date = {2016-06-25},
booktitle = {The 14th International Conference on Mobile Systems, Applications, and Services (MobiSys'16)},
address = {Singapore},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Jonas Scheer; Mario Fritz; Oliver Grau Learning to Select Long Track Features for Structure-From-Motion & Visual SLAM Inproceedings German Conference on Pattern Recognition (GCPR), 2016. BibTeX | Tags: 2016 @inproceedings{scheer16gcpr,
title = {Learning to Select Long Track Features for Structure-From-Motion & Visual SLAM },
author = {Jonas Scheer and Mario Fritz and Oliver Grau},
year = {2016},
date = {2016-06-25},
booktitle = {German Conference on Pattern Recognition (GCPR)},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sreyasi Nag Chowdhury; Mateusz Malinowski; Andreas Bulling; Mario Fritz Contextual Media Retrieval Using Natural Language Queries Inproceedings ACM International Conference on Multimedia Retrieval (ICMR), 2016, (to appear). Links | BibTeX | Tags: 2016 @inproceedings{sreyasi16icmr,
title = {Contextual Media Retrieval Using Natural Language Queries},
author = {Sreyasi Nag Chowdhury and Mateusz Malinowski and Andreas Bulling and Mario Fritz},
url = {http://arxiv.org/abs/1602.04983
http://arxiv.org/pdf/1602.04983v1.pdf},
year = {2016},
date = {2016-06-06},
booktitle = {ACM International Conference on Multimedia Retrieval (ICMR)},
note = {to appear},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wenbin Li; Mario Fritz Recognition of Ongoing Complex Activities by Sequence Prediction over a Hierarchical Label Space Inproceedings IEEE Winter Conference on Applications of Computer Vision (WACV), 2016. Links | BibTeX | Tags: 2016 @inproceedings{li16wacv,
title = {Recognition of Ongoing Complex Activities by Sequence Prediction over a Hierarchical Label Space},
author = {Wenbin Li and Mario Fritz},
url = {https://scalable.mpi-inf.mpg.de/files/2016/01/main_wacv.pdf
http://www.mpi-inf.mpg.de/departments/computer-vision-and-multimodal-computing/research/human-activity-recognition/recognition-of-ongoing-complex-activities-by-sequence-prediction-over-a-hierarchical-label-space/},
year = {2016},
date = {2016-05-07},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
keywords = {2016},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Miscellaneous
|
 | Wenbin Li; Ales Leonardis; Mario Fritz Visual Stability Prediction and Its Application to Manipulation Miscellaneous NIPS Workshop on Intuitive Physics, 2016. Links | BibTeX | Tags: 2016 @misc{li16nipsw,
title = {Visual Stability Prediction and Its Application to Manipulation},
author = {Wenbin Li and Ales Leonardis and Mario Fritz},
url = {https://scalable.mpi-inf.mpg.de/files/2016/11/ExtendedAbtract_VisualStabilityToManipulation.pdf
extended version:
https://arxiv.org/abs/1609.04861},
year = {2016},
date = {2016-11-29},
howpublished = {NIPS Workshop on Intuitive Physics},
keywords = {2016},
pubstate = {published},
tppubtype = {misc}
}
|
 | Apratim Bhattacharyya; Mateusz Malinowski; Mario Fritz Long Term Boundary Extrapolation for Deterministic Motion Miscellaneous NIPS Workshop on Intuitive Physics, 2016. Links | BibTeX | Tags: 2016 @misc{apratim16nipsw,
title = {Long Term Boundary Extrapolation for Deterministic Motion},
author = {Apratim Bhattacharyya and Mateusz Malinowski and Mario Fritz},
url = {https://scalable.mpi-inf.mpg.de/files/2016/11/NIPS.pdf
extended version:
https://arxiv.org/abs/1611.08841},
year = {2016},
date = {2016-11-29},
howpublished = {NIPS Workshop on Intuitive Physics},
keywords = {2016},
pubstate = {published},
tppubtype = {misc}
}
|
 | Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele Faceless Person Recognition; Privacy Implications in Social Media Miscellaneous 4th Workshop on Web-scale Vision and Social Media (VSM), ECCV'16, 2016. Links | BibTeX | Tags: 2016 @misc{joon16eccv-w,
title = {Faceless Person Recognition; Privacy Implications in Social Media},
author = {Seong Joon Oh and Rodrigo Benenson and Mario Fritz and Bernt Schiele},
url = {https://scalable.mpi-inf.mpg.de/files/2016/10/16.pdf},
year = {2016},
date = {2016-10-10},
howpublished = {4th Workshop on Web-scale Vision and Social Media (VSM), ECCV'16},
keywords = {2016},
pubstate = {published},
tppubtype = {misc}
}
|
 | Mateusz Malinowski; Mario Fritz Ask Your Neurons Again: Analysis of Deep Methods with Global Image Representation Miscellaneous VQA Challenge Workshop at CVPR, 2016. Abstract | Links | BibTeX | Tags: 2016 @misc{malinowski16vqa,
title = {Ask Your Neurons Again: Analysis of Deep Methods with Global Image Representation},
author = {Mateusz Malinowski and Mario Fritz},
url = {https://www.mpi-inf.mpg.de/departments/computer-vision-and-multimodal-computing/research/vision-and-language/visual-turing-challenge/
},
year = {2016},
date = {2016-01-01},
booktitle = {VQA Challenge Workshop at CVPR},
abstract = {We are addressing an open-ended question answering task about real-world images. With the help of currently available methods developed in Computer Vision and Natural Language Processing, we would like to push an architecture with a global visual representation to its limits. In our contribution, we show how to achieve competitive performance on VQA with global visual features (Residual Net) together with a carefully desgined architecture.},
howpublished = {VQA Challenge Workshop at CVPR},
keywords = {2016},
pubstate = {published},
tppubtype = {misc}
}
We are addressing an open-ended question answering task about real-world images. With the help of currently available methods developed in Computer Vision and Natural Language Processing, we would like to push an architecture with a global visual representation to its limits. In our contribution, we show how to achieve competitive performance on VQA with global visual features (Residual Net) together with a carefully desgined architecture. |
PhD Theses
|
 | Wei-Chen Chiu Bayesian Non-Parametrics for Multi-Modal Segmentation PhD Thesis 2016. Links | BibTeX | Tags: 2016 @phdthesis{chiu16phd,
title = {Bayesian Non-Parametrics for Multi-Modal Segmentation},
author = {Wei-Chen Chiu},
url = {http://scidok.sulb.uni-saarland.de/volltexte/2016/6637/pdf/walon_thesis.pdf},
year = {2016},
date = {2016-09-13},
keywords = {2016},
pubstate = {published},
tppubtype = {phdthesis}
}
|
Technical Reports
|
| Hosnieh Sattar; Andreas Bulling; Mario Fritz Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling Technical Report arXiv:1611.10162 [cs.CV], 2016. Links | BibTeX | Tags: 2016, 2017 @techreport{sattar16arxiv,
title = {Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling},
author = {Hosnieh Sattar and Andreas Bulling and Mario Fritz},
url = {https://arxiv.org/abs/1611.10162
https://arxiv.org/pdf/1611.10162.pdf},
year = {2016},
date = {2016-12-01},
type = {arXiv:1611.10162 [cs.CV]},
keywords = {2016, 2017},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Apratim Bhattacharyya; Mateusz Malinowski; Bernt Schiele; Mario Fritz Long-Term Image Boundary Extrapolation Technical Report arXiv:1611.08841 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{apratim16ariv,
title = {Long-Term Image Boundary Extrapolation},
author = {Apratim Bhattacharyya and Mateusz Malinowski and Bernt Schiele and Mario Fritz},
url = {https://arxiv.org/abs/1611.08841
https://arxiv.org/pdf/1611.08841.pdf},
year = {2016},
date = {2016-11-29},
type = {arXiv:1611.08841 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel; Mario Fritz; Tinne Tuytelaars; Luc Van Gool Natural Illumination from Multiple Materials Using Deep Learning Technical Report arXiv:1611.09325 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{georgoulis16arxiv,
title = {Natural Illumination from Multiple Materials Using Deep Learning},
author = {Stamatios Georgoulis and Konstantinos Rematas and Tobias Ritschel and Mario Fritz and Tinne Tuytelaars and Luc Van Gool},
url = {http://homes.esat.kuleuven.be/~sgeorgou/multinatillum/
https://arxiv.org/abs/1611.09325
https://arxiv.org/pdf/1611.09325.pdf},
year = {2016},
date = {2016-11-29},
type = {arXiv:1611.09325 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
| Xucong Zhang; Yusuke Sugano; Mario Fritz; Andreas Bulling It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation Technical Report arXiv:1611.08860 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{xucong16arxiv,
title = {It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation},
author = {Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling},
url = {https://arxiv.org/abs/1611.08860
https://arxiv.org/pdf/1611.08860.pdf},
year = {2016},
date = {2016-11-29},
type = {arXiv:1611.08860 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Mateusz Malinowski; Mario Fritz Tutorial on Answering Questions about Images with Deep Learning Technical Report arXiv:1610.01076 [cs.CV], 2016, (Tutorial given at 2nd Summer School on Integrating Vision and Language: Deep Learning). Links | BibTeX | Tags: 2016 @techreport{malinowski16tutorial,
title = {Tutorial on Answering Questions about Images with Deep Learning},
author = {Mateusz Malinowski and Mario Fritz},
url = {https://arxiv.org/abs/1610.01076
https://arxiv.org/pdf/1610.01076.pdf},
year = {2016},
date = {2016-10-04},
type = {arXiv:1610.01076 [cs.CV]},
note = {Tutorial given at 2nd Summer School on Integrating Vision and Language: Deep Learning},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
| Wenbin Li; Ales Leonardis; Mario Fritz Visual Stability Prediction and Its Application to Manipulation Technical Report arXiv:1609.04861 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{li16arxivb,
title = {Visual Stability Prediction and Its Application to Manipulation},
author = {Wenbin Li and Ales Leonardis and Mario Fritz},
url = {https://arxiv.org/abs/1609.04861
https://arxiv.org/pdf/1609.04861.pdf},
year = {2016},
date = {2016-09-15},
type = {arXiv:1609.04861 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Apratim Bhattacharyya; Mateusz Malinowski; Mario Fritz Spatio-Temporal Image Boundary Extrapolation Technical Report arXiv:1605.07363 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{bhattacharyya16arxiv,
title = {Spatio-Temporal Image Boundary Extrapolation},
author = {Apratim Bhattacharyya and Mateusz Malinowski and Mario Fritz},
url = {http://arxiv.org/abs/1605.07363
http://arxiv.org/pdf/1605.07363.pdf},
year = {2016},
date = {2016-05-25},
type = {arXiv:1605.07363 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
| Mateusz Malinowski; Marcus Rohrbach; Mario Fritz Ask Your Neurons: A Deep Learning Approach to Visual Question Answering Technical Report arXiv:1605.02697 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{malinowski16arxiv,
title = {Ask Your Neurons: A Deep Learning Approach to Visual Question Answering},
author = {Mateusz Malinowski and Marcus Rohrbach and Mario Fritz},
url = {http://arxiv.org/abs/1605.02697
https://arxiv.org/pdf/1605.02697},
year = {2016},
date = {2016-05-10},
journal = {arXiv:1605.02697 [cs.CV]},
type = {arXiv:1605.02697 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Abhishek Sharma; Oliver Grau; Mario Fritz VConv-DAE: Deep Volumetric Shape Learning Without Object Labels Technical Report arXiv:1604.03755 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{sharma16arxiv,
title = {VConv-DAE: Deep Volumetric Shape Learning Without Object Labels},
author = {Abhishek Sharma and Oliver Grau and Mario Fritz},
url = {https://cispa.saarland/group/fritz/vconv-dae-deep-volumetric-shape-learning-without-object-labels/
http://arxiv.org/abs/1604.03755
http://arxiv.org/pdf/1604.03755.pdf},
year = {2016},
date = {2016-04-14},
type = {arXiv:1604.03755 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Yang He; Wei-Chen Chiu; Margret Keuper; Mario Fritz RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling Technical Report arXiv:1604.02388 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{he16arxiv,
title = {RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling},
author = {Yang He and Wei-Chen Chiu and Margret Keuper and Mario Fritz},
url = {http://arxiv.org/abs/1604.02388
http://arxiv.org/pdf/1604.02388.pdf
},
year = {2016},
date = {2016-04-11},
type = { arXiv:1604.02388 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Wenbin Li; Seyedmajid Azimi; Ales Leonardis; Mario Fritz To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction Technical Report arXiv:1604.00066 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{li16arxiv,
title = {To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction},
author = {Wenbin Li and Seyedmajid Azimi and Ales Leonardis and Mario Fritz},
url = {http://arxiv.org/abs/1604.00066
http://arxiv.org/pdf/1604.00066.pdf},
year = {2016},
date = {2016-04-04},
type = {arXiv:1604.00066 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel; Mario Fritz; Luc Van Gool; Tinne Tuytelaars DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination Technical Report arXiv:1602.00328 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{RematasArxiv2016,
title = {DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination},
author = {Stamatios Georgoulis and Konstantinos Rematas and Tobias Ritschel and Mario Fritz and Luc Van Gool and Tinne Tuytelaars},
url = {http://homes.esat.kuleuven.be/~sgeorgou/DeLight/
http://arxiv.org/abs/1603.08240
http://arxiv.org/pdf/1603.08240.pdf},
year = {2016},
date = {2016-03-30},
type = {arXiv:1602.00328 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
| Zeynep Akata; Mateusz Malinowski; Mario Fritz; Bernt Schiele
Multi-Cue Zero-Shot Learning with Strong Supervision Technical Report arXiv:1603.08754 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{zeynep16arxiv,
title = {Multi-Cue Zero-Shot Learning with Strong Supervision},
author = {Zeynep Akata and Mateusz Malinowski and Mario Fritz and Bernt Schiele
},
url = {https://www.mpi-inf.mpg.de/index.php?id=2935
http://arxiv.org/abs/1603.08754
http://arxiv.org/pdf/1603.08754.pdf
},
year = {2016},
date = {2016-03-29},
type = {arXiv:1603.08754 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
| Konstantinos Rematas; Chuong Nguyen; Tobias Ritschel; Mario Fritz; Tinne Tuytelaars Novel Views of Objects from a Single Image Technical Report arXiv:1602.00328 [cs.CV], 2016. Links | BibTeX | Tags: 2016 @techreport{rematas16arxiv,
title = {Novel Views of Objects from a Single Image},
author = {Konstantinos Rematas and Chuong Nguyen and Tobias Ritschel and Mario Fritz and Tinne Tuytelaars},
url = {http://homes.esat.kuleuven.be/~krematas/ViewSynthesis/
http://arxiv.org/abs/1602.00328
http://arxiv.org/pdf/1602.00328v1.pdf},
year = {2016},
date = {2016-02-01},
type = {arXiv:1602.00328 [cs.CV]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
| Sreyasi Nag Chowdhury; Mateusz Malinowski; Andreas Bulling; Mario Fritz Contextual Media Retrieval Using Natural Language Queries Technical Report arXiv:1602.04983 [cs.IR], 2016. Links | BibTeX | Tags: 2016 @techreport{sreyasi16arxiv,
title = {Contextual Media Retrieval Using Natural Language Queries},
author = {Sreyasi Nag Chowdhury and Mateusz Malinowski and Andreas Bulling and Mario Fritz},
url = {http://arxiv.org/abs/1602.04983
http://arxiv.org/pdf/1602.04983v1.pdf},
year = {2016},
date = {2016-02-01},
type = {arXiv:1602.04983 [cs.IR]},
keywords = {2016},
pubstate = {published},
tppubtype = {techreport}
}
|
2015
|
Journal Articles
|
 | Hyun Oh Song; Mario Fritz; Daniel Goehring; Trevor Darrell Learning to detect visual grasp affordance Journal Article IEEE Transactions on Automation Science and Engineering (TASE), 2015. Links | BibTeX | Tags: 2015 @article{song15tase,
title = {Learning to detect visual grasp affordance},
author = {Hyun Oh Song and Mario Fritz and Daniel Goehring and Trevor Darrell},
url = {https://scalable.mpi-inf.mpg.de/files/2015/02/main_tase.pdf
https://www.youtube.com/watch?v=C3HU1Tb5hF4},
year = {2015},
date = {2015-03-01},
journal = {IEEE Transactions on Automation Science and Engineering (TASE)},
keywords = {2015},
pubstate = {published},
tppubtype = {article}
}
|
Inproceedings
|
 | Mateusz Malinowski; Marcus Rohrbach; Mario Fritz Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Inproceedings IEEE International Conference on Computer Vision (ICCV), 2015, (oral). Links | BibTeX | Tags: 2015 @inproceedings{malinowski15iccv,
title = {Ask Your Neurons: A Neural-based Approach to Answering Questions about Images},
author = {Mateusz Malinowski and Marcus Rohrbach and Mario Fritz},
url = {preliminary version:
http://arxiv.org/abs/1505.01121
http://arxiv.org/pdf/1505.01121.pdf
http://www.d2.mpi-inf.mpg.de/visual-turing-challenge
please cite IJCV version: Ask Your Neurons: A Deep Learning Approach to Visual Question Answering},
year = {2015},
date = {2015-12-03},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
note = {oral},
keywords = {2015},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wei-Chen Chiu; Mario Fritz See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG Inproceedings IEEE International Conference on Computer Vision (ICCV), 2015. Links | BibTeX | Tags: 2015 @inproceedings{chiu15iccv,
title = {See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG},
author = {Wei-Chen Chiu and Mario Fritz},
url = {https://sites.google.com/site/walonchiu/projects/diffhog
http://arxiv.org/abs/1505.00663
http://arxiv.org/pdf/1505.00663v4.pdf
},
year = {2015},
date = {2015-12-02},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
keywords = {2015},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele Person Recognition in Personal Photo Collections Inproceedings IEEE International Conference on Computer Vision (ICCV), 2015. Links | BibTeX | Tags: 2015 @inproceedings{oh15iccv,
title = {Person Recognition in Personal Photo Collections},
author = {Seong Joon Oh and Rodrigo Benenson and Mario Fritz and Bernt Schiele},
url = {http://arxiv.org/abs/1509.03502
https://www.mpi-inf.mpg.de/departments/computer-vision-and-multimodal-computing/research/people-detection-pose-estimation-and-tracking/person-recognition-in-personal-photo-collections/
},
year = {2015},
date = {2015-12-01},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
keywords = {2015},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wenbin Li; Mario Fritz Teaching Robots the Use of Human Tools from Demonstration with Non-Dexterous End-Effectors Inproceedings IEEE RAS International Conference on Humanoid Robots (HUMANOIDS), 2015, (to appear). Links | BibTeX | Tags: 2015 @inproceedings{li15humanoids,
title = {Teaching Robots the Use of Human Tools from Demonstration with Non-Dexterous End-Effectors},
author = {Wenbin Li and Mario Fritz},
url = {https://scalable.mpi-inf.mpg.de/files/2015/10/main.pdf},
year = {2015},
date = {2015-11-03},
booktitle = {IEEE RAS International Conference on Humanoid Robots (HUMANOIDS)},
note = {to appear},
keywords = {2015},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Xucong Zhang; Yusuke Sugano; Mario Fritz; Andreas Bulling Appearance-based gaze estimation in the wild Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. Links | BibTeX | Tags: 2015 @inproceedings{xucong15cvpr,
title = { Appearance-based gaze estimation in the wild},
author = {Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling},
url = {https://scalable.mpi-inf.mpg.de/files/2015/09/zhang_CVPR15.pdf},
year = {2015},
date = {2015-08-02},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2015},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Hosnieh Sattar; Sabine Müller; Mario Fritz; Andreas Bulling Prediction of search targets from fixations in open-world settings Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. Links | BibTeX | Tags: 2015 @inproceedings{sattar15cvpr,
title = {Prediction of search targets from fixations in open-world settings},
author = {Hosnieh Sattar and Sabine Müller and Mario Fritz and Andreas Bulling},
url = {https://scalable.mpi-inf.mpg.de/files/2015/09/sattar15_cvpr.pdf},
year = {2015},
date = {2015-08-01},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {2015},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Julia Seiter; Wei-Chen Chiu; Mario Fritz; Oliver Amft; Gerhard Troester Joint Segmentation and Activity Discovery using Semantic and Temporal Priors Inproceedings IEEE Internation Conference on Pervasive Computing and Communication (PERCOM), 2015. Links | BibTeX | Tags: 2014 @inproceedings{seiter15percom,
title = {Joint Segmentation and Activity Discovery using Semantic and Temporal Priors},
author = {Julia Seiter and Wei-Chen Chiu and Mario Fritz and Oliver Amft and Gerhard Troester},
url = {https://scalable.mpi-inf.mpg.de/files/2015/02/PID3540259.pdf},
year = {2015},
date = {2015-03-23},
booktitle = {IEEE Internation Conference on Pervasive Computing and Communication (PERCOM)},
keywords = {2014},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Mateusz Malinowski; Mario Fritz Hard to Cheat: A Turing Test based on Answering Questions about Images Inproceedings AAAI Workshop Beyond The Turing Test, 2015. Links | BibTeX | Tags: 2015 @inproceedings{malinowski15aaai,
title = {Hard to Cheat: A Turing Test based on Answering Questions about Images},
author = {Mateusz Malinowski and Mario Fritz},
url = {http://arxiv.org/abs/1501.03302
http://www.d2.mpi-inf.mpg.de/visual-turing-challenge},
year = {2015},
date = {2015-01-30},
booktitle = {AAAI Workshop Beyond The Turing Test},
keywords = {2015},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Masters Theses
|
 | Sreyasi Nag Chowdhury Contextual Media Retrieval Using Natural Language Queries Masters Thesis Saarland University, 2015. BibTeX | Tags: 2015 @mastersthesis{chowdhury15master,
title = {Contextual Media Retrieval Using Natural Language Queries},
author = {Sreyasi Nag Chowdhury},
year = {2015},
date = {2015-01-16},
school = {Saarland University},
keywords = {2015},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
Miscellaneous
|
 | Mario Fritz Bridging the Gap Between Synthetic and Real Data Miscellaneous Machine Learning with Interdependent and Non-identically Distributed Data (Dagstuhl Seminar 15152), 2015, (to appear). Links | BibTeX | Tags: 2015 @misc{fritz15dagstuhl,
title = {Bridging the Gap Between Synthetic and Real Data},
author = {Mario Fritz},
editor = {Trevor Darrell and Marius Kloft and Massimiliano Pontil and Gunnar Rätsch},
url = {https://scalable.mpi-inf.mpg.de/files/2015/09/mario_fritz.pdf},
year = {2015},
date = {2015-09-30},
publisher = {Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
howpublished = {Machine Learning with Interdependent and Non-identically Distributed Data (Dagstuhl Seminar 15152)},
note = {to appear},
keywords = {2015},
pubstate = {published},
tppubtype = {misc}
}
|
Technical Reports
|
| Konstantinos Rematas; Tobias Ritschel; Mario Fritz; Efstratios Gavves; Tinne Tuytelaars Deep Reflectance Maps Technical Report arXiv:1511.04384 [cs.CV], 2015. Links | BibTeX | Tags: 2015 @techreport{kostas15arxiv,
title = {Deep Reflectance Maps},
author = {Konstantinos Rematas and Tobias Ritschel and Mario Fritz and Efstratios Gavves and Tinne Tuytelaars},
url = {http://arxiv.org/abs/1511.04384
http://arxiv.org/pdf/1511.04384.pdf
http://homes.cs.washington.edu/~krematas/DRM/},
year = {2015},
date = {2015-11-16},
type = {arXiv:1511.04384 [cs.CV]},
keywords = {2015},
pubstate = {published},
tppubtype = {techreport}
}
|
| Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele Person Recognition in Personal Photo Collections Technical Report arXiv:1509.03502 [cs.CV], 2015. Links | BibTeX | Tags: 2015 @techreport{oh15arxiv,
title = {Person Recognition in Personal Photo Collections},
author = {Seong Joon Oh and Rodrigo Benenson and Mario Fritz and Bernt Schiele}},
url = {http://arxiv.org/abs/1509.03502
http://arxiv.org/pdf/1509.03502v1.pdf},
year = {2015},
date = {2015-09-15},
type = {arXiv:1509.03502 [cs.CV]},
keywords = {2015},
pubstate = {published},
tppubtype = {techreport}
}
|
| Xucong Zhang; Yusuke Sugano; Mario Fritz; Andreas Bulling Appearance-based gaze estimation in the wild Technical Report arXiv:1504.02863, 2015. Links | BibTeX | Tags: 2015 @techreport{xucong15arxiv,
title = { Appearance-based gaze estimation in the wild},
author = {Xucong Zhang and Yusuke Sugano and Mario Fritz and Andreas Bulling},
url = {http://arxiv.org/abs/1504.02863
http://arxiv.org/pdf/1504.02863v1.pdf},
year = {2015},
date = {2015-07-16},
type = {arXiv:1504.02863},
keywords = {2015},
pubstate = {published},
tppubtype = {techreport}
}
|
| Hosnieh Sattar; Sabine Müller; Mario Fritz; Andreas Bulling Prediction of search targets from fixations in open-world settings Technical Report arXiv:1502.05137 [cs.CV], 2015. Links | BibTeX | Tags: 2015 @techreport{sattar15arxiv,
title = {Prediction of search targets from fixations in open-world settings},
author = {Hosnieh Sattar and Sabine Müller and Mario Fritz and Andreas Bulling},
url = {http://arxiv.org/abs/1502.05137
http://arxiv.org/pdf/1502.05137v3.pdf},
year = {2015},
date = {2015-07-15},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
type = {arXiv:1502.05137 [cs.CV]},
keywords = {2015},
pubstate = {published},
tppubtype = {techreport}
}
|
| Mateusz Malinowski; Marcus Rohrbach; Mario Fritz Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Technical Report arXiv:1505.01121, 2015. Links | BibTeX | Tags: 2015 @techreport{malinowski15arxiv,
title = {Ask Your Neurons: A Neural-based Approach to Answering Questions about Images},
author = {Mateusz Malinowski and Marcus Rohrbach and Mario Fritz},
url = {http://arxiv.org/abs/1505.01121
http://arxiv.org/pdf/1505.01121.pdf
http://www.d2.mpi-inf.mpg.de/visual-turing-challenge},
year = {2015},
date = {2015-05-06},
type = {arXiv:1505.01121},
keywords = {2015},
pubstate = {published},
tppubtype = {techreport}
}
|
| Wei-Chen Chiu; Mario Fritz See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG Technical Report arXiv:1505.00663 [cs.CV], 2015. Links | BibTeX | Tags: 2015 @techreport{chiu15arxiv_hog,
title = {See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG},
author = {Wei-Chen Chiu and Mario Fritz},
url = {https://sites.google.com/site/walonchiu/projects/diffhog
http://arxiv.org/abs/1505.00663
http://arxiv.org/pdf/1505.00663v4.pdf},
year = {2015},
date = {2015-05-05},
type = {arXiv:1505.00663 [cs.CV]},
keywords = {2015},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Iaroslav Shcherbatyi; Andreas Bulling; Mario Fritz GazeDPM: Early Integration of Gaze Information in Deformable Part Models Technical Report arXiv:1505.05753 [cs.CV], 2015. Links | BibTeX | Tags: 2015 @techreport{Shcherbatyi15arxiv,
title = {GazeDPM: Early Integration of Gaze Information in Deformable Part Models},
author = {Iaroslav Shcherbatyi and Andreas Bulling and Mario Fritz},
url = {http://arxiv.org/abs/1505.05753
http://arxiv.org/pdf/1505.05753v1.pdf},
year = {2015},
date = {2015-05-05},
type = {arXiv:1505.05753 [cs.CV]},
keywords = {2015},
pubstate = {published},
tppubtype = {techreport}
}
|
2014
|
Inproceedings
|
 | Mateusz Malinowski; Mario Fritz A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input Inproceedings Neural Information Processing Systems (NIPS), 2014. Links | BibTeX | Tags: 2014 @inproceedings{malinowski14nips,
title = {A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input},
author = {Mateusz Malinowski and Mario Fritz},
url = {http://papers.nips.cc/paper/5411-a-multi-world-approach-to-question-answering-about-real-world-scenes-based-on-uncertain-input.pdf
http://www.d2.mpi-inf.mpg.de/visual-turing-challenge},
year = {2014},
date = {2014-12-26},
booktitle = {Neural Information Processing Systems (NIPS)},
keywords = {2014},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sergey Karayev; Mario Fritz; Trevor Darrell Anytime Recognition of Objects and Scenes Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014, (oral). Links | BibTeX | Tags: 2014 @inproceedings{karayev14cvpr,
title = {Anytime Recognition of Objects and Scenes},
author = {Sergey Karayev and Mario Fritz and Trevor Darrell},
url = {https://scalable.mpi-inf.mpg.de/files/2014/04/paper_final.pdf
http://sergeykarayev.com/recognition-on-a-budget/},
year = {2014},
date = {2014-12-17},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
note = {oral},
keywords = {2014},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Konstantinos Rematas; Tobias Ritschel; Mario Fritz; Tinne Tuytelaars Image-based Synthesis and Re-Synthesis of Viewpoints Guided by 3D Models Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014, (oral). Links | BibTeX | Tags: 2014 @inproceedings{kostas14cvpr,
title = {Image-based Synthesis and Re-Synthesis of Viewpoints Guided by 3D Models},
author = {Konstantinos Rematas and Tobias Ritschel and Mario Fritz and Tinne Tuytelaars},
url = {https://scalable.mpi-inf.mpg.de/files/2014/04/ImageBasedSynthesis.pdf
http://homes.esat.kuleuven.be/~krematas/imgSynth/},
year = {2014},
date = {2014-12-08},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
note = {oral},
keywords = {2014},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Mateusz Malinowski; Mario Fritz Towards a Visual Turing Challenge Inproceedings NIPS Workshop on Learning Semantics, 2014. Links | BibTeX | Tags: 2014 @inproceedings{visual_turing_challenge,
title = {Towards a Visual Turing Challenge},
author = {Mateusz Malinowski and Mario Fritz},
url = {http://arxiv.org/abs/1410.8027
http://www.d2.mpi-inf.mpg.de/visual-turing-challenge},
year = {2014},
date = {2014-10-30},
booktitle = {NIPS Workshop on Learning Semantics},
keywords = {2014},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wei-Chen Chiu; Gregory S. Johnson; Daniel Mcculley; Oliver Grau; Mario Fritz Object Disambiguation for Augmented Reality Applications Inproceedings British Machine Vision Conference (BMVC), 2014. Links | BibTeX | Tags: 2014 @inproceedings{walon14bmvc,
title = {Object Disambiguation for Augmented Reality Applications},
author = {Wei-Chen Chiu and Gregory S. Johnson and Daniel Mcculley and Oliver Grau and Mario Fritz},
url = {https://sites.google.com/site/walonchiu/projects/disambiguation
https://scalable.mpi-inf.mpg.de/files/2014/09/walon2014bmvc.pdf},
year = {2014},
date = {2014-09-01},
booktitle = {British Machine Vision Conference (BMVC)},
keywords = {2014},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Mark Simkin; Dominique Schröder; Andreas Bulling; Mario Fritz Ubic: Bridging the Gap Between Digital Cryptography and the Physical World Inproceedings European Symposium on Research in Computer Security (ESORICS), 2014. Links | BibTeX | Tags: 2014 @inproceedings{simkin14esorics,
title = {Ubic: Bridging the Gap Between Digital Cryptography and the Physical World},
author = {Mark Simkin and Dominique Schröder and Andreas Bulling and Mario Fritz},
url = {https://scalable.mpi-inf.mpg.de/files/2014/09/ubic.pdf},
year = {2014},
date = {2014-08-01},
booktitle = {European Symposium on Research in Computer Security (ESORICS)},
keywords = {2014},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Evgeny Levinkov Scene Segmentation in Adverse Vision Conditions Inproceedings Young Researcher Forum at GCPR based on master thesis supervised by Mario Fritz, 2014. Links | BibTeX | Tags: 2014 @inproceedings{levinkov14yrf,
title = {Scene Segmentation in Adverse Vision Conditions},
author = {Evgeny Levinkov},
url = {https://scalable.mpi-inf.mpg.de/files/2014/08/main175.pdf},
year = {2014},
date = {2014-01-08},
booktitle = {Young Researcher Forum at GCPR based on master thesis supervised by Mario Fritz},
keywords = {2014},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wenbin Li Learning Multi-Scale Representations for Material Classification Inproceedings Young Researcher Forum at GCPR based on master thesis supervised by Mario Fritz, 2014. Links | BibTeX | Tags: 2014 @inproceedings{wenbin14yrf,
title = {Learning Multi-Scale Representations for Material Classification},
author = {Wenbin Li},
url = {https://scalable.mpi-inf.mpg.de/files/2014/08/main176.pdf},
year = {2014},
date = {2014-01-04},
booktitle = {Young Researcher Forum at GCPR based on master thesis supervised by Mario Fritz},
keywords = {2014},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Technical Reports
|
 | Mateusz Malinowski; Mario Fritz A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation Technical Report arXiv:1411.5190 [cs.CV], 2014. Links | BibTeX | Tags: 2014 @techreport{malinowski14spatial,
title = {A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation},
author = {Mateusz Malinowski and Mario Fritz},
url = {http://arxiv.org/abs/1411.5190
http://arxiv.org/pdf/1411.5190v1.pdf},
year = {2014},
date = {2014-10-29},
type = {arXiv:1411.5190 [cs.CV]},
keywords = {2014},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Wenbin Li; Mario Fritz Learning Multi-Scale Representations for Material Classification Technical Report arXiv:1408.2938 [cs.CV], 2014. Links | BibTeX | Tags: 2014 @techreport{li14multiscale,
title = {Learning Multi-Scale Representations for Material Classification},
author = {Wenbin Li and Mario Fritz},
url = {http://arxiv.org/abs/1408.2938
http://arxiv.org/pdf/1408.2938v1.pdf},
year = {2014},
date = {2014-02-01},
type = {arXiv:1408.2938 [cs.CV]},
keywords = {2014},
pubstate = {published},
tppubtype = {techreport}
}
|
 | Mark Simkin; Andreas Bulling; Mario Fritz; Dominique
Schroeder Ubic: Bridging the gap between digital cryptography and the physical world Technical Report arXiv:1403.1343 [cs.CR], 2014. Links | BibTeX | Tags: 2014 @techreport{simkin14ubic,
title = {Ubic: Bridging the gap between digital cryptography and the physical world},
author = {Mark Simkin and Andreas Bulling and Mario Fritz and Dominique
Schroeder},
url = {http://arxiv-web3.library.cornell.edu/abs/1403.1343
https://ca.cs.uni-saarland.de/ubic/
http://www.cebit.de/product/ubicrypt/437871/J842163},
year = {2014},
date = {2014-01-16},
type = {arXiv:1403.1343 [cs.CR]},
keywords = {2014},
pubstate = {published},
tppubtype = {techreport}
}
|
2013
|
Incollections
|
 | Allison Janoch; Sergey Karayev; Yangqing Jia; Jonathan T. Barron; Mario Fritz; Kate Saenko; Trevor Darrell A Category-Level 3D Object Dataset: Putting the Kinect to Work Incollection Fossati, Andrea; Gall, Juergen; Grabner, Helmut; Ren, Xiaofeng; Konolige, Kurt (Ed.): Consumer Depth Cameras for Computer Vision, Springer London, 2013. Links | BibTeX | Tags: 2013 @incollection{b3do,
title = {A Category-Level 3D Object Dataset: Putting the Kinect to Work},
author = {Allison Janoch and Sergey Karayev and Yangqing Jia and Jonathan T. Barron and Mario Fritz and Kate Saenko and Trevor Darrell},
editor = {Andrea Fossati and Juergen Gall and Helmut Grabner and Xiaofeng Ren and Kurt Konolige},
url = {http://dx.doi.org/10.1007/978-1-4471-4640-7_8},
year = {2013},
date = {2013-08-01},
booktitle = {Consumer Depth Cameras for Computer Vision},
publisher = {Springer London},
series = {Advances in Computer Vision and Pattern Recognition},
keywords = {2013},
pubstate = {published},
tppubtype = {incollection}
}
|
Inproceedings
|
 | Evgeny Levinkov; Mario Fritz Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling Inproceedings IEEE International Conference on Computer Vision (ICCV), 2013. Links | BibTeX | Tags: 2013 @inproceedings{levinkov13iccv,
title = {Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling},
author = {Evgeny Levinkov and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/levinkov13iccv.pdf
http://www.d2.mpi-inf.mpg.de/sequential-bayesian-update},
year = {2013},
date = {2013-12-03},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
keywords = {2013},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Mateusz Malinowski; Mario Fritz Learning Smooth Pooling Regions for Visual Recognition Inproceedings British Machine Vision Conference (BMVC), 2013. Links | BibTeX | Tags: 2013 @inproceedings{mateusz13bmvc,
title = {Learning Smooth Pooling Regions for Visual Recognition},
author = {Mateusz Malinowski and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/bmvc13_main.pdf},
year = {2013},
date = {2013-09-09},
booktitle = {British Machine Vision Conference (BMVC)},
keywords = {2013},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sergey Karayev; Mario Fritz; Trevor Darrell Dynamic Feature Selection for Classification on a Budget Inproceedings ICML Workshop on Prediction with Sequential Models, 2013. Links | BibTeX | Tags: 2013 @inproceedings{karayev13icmlw,
title = {Dynamic Feature Selection for Classification on a Budget},
author = {Sergey Karayev and Mario Fritz and Trevor Darrell},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/icmlw_2013_dynamic_feature_selection.pdf},
year = {2013},
date = {2013-07-01},
booktitle = {ICML Workshop on Prediction with Sequential Models},
keywords = {2013},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wei-Chen Chiu; Mario Fritz Multi-Class Video Co-Segmentation with a Generative Multi-Video Model Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. Links | BibTeX | Tags: @inproceedings{walon13cvpr,
title = {Multi-Class Video Co-Segmentation with a Generative Multi-Video Model},
author = {Wei-Chen Chiu and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/chiu13cvpr.pdf
https://sites.google.com/site/walonchiu/projects/cosegmentation},
year = {2013},
date = {2013-01-01},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Masters Theses
|
 | Evgeny Levinkov Scene Segmentation in Adverse Vision Conditions Masters Thesis Saarland University, 2013. Links | BibTeX | Tags: 2013 @mastersthesis{levinkov13master,
title = { Scene Segmentation in Adverse Vision Conditions},
author = {Evgeny Levinkov},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/Thesis.pdf},
year = {2013},
date = {2013-02-28},
school = {Saarland University},
keywords = {2013},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
 | Wenbin Li Multi-Scale Feature Learning for Material Recognition Masters Thesis Saarland University, 2013. BibTeX | Tags: 2013 @mastersthesis{wenbin13multiscale,
title = {Multi-Scale Feature Learning for Material Recognition},
author = {Wenbin Li},
year = {2013},
date = {2013-01-31},
school = {Saarland University},
keywords = {2013},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
Technical Reports
|
 | Mateusz Malinowski; Mario Fritz Learnable Pooling Regions for Image Classification Technical Report arXiv:1301.3516 [cs.CV], , 2013, (Workshop at International Conference on Learning Representations). Links | BibTeX | Tags: 2013 @techreport{malinowski13arxiv,
title = {Learnable Pooling Regions for Image Classification},
author = {Mateusz Malinowski and Mario Fritz},
url = {http://arxiv.org/abs/1301.3516
http://arxiv.org/pdf/1301.3516v1.pdf},
year = {2013},
date = {2013-01-01},
journal = {CoRR},
volume = {abs/1301.3516},
organization = {CoRR, abs/1301.3516},
type = {arXiv:1301.3516 [cs.CV]},
note = {Workshop at International Conference on Learning Representations},
keywords = {2013},
pubstate = {published},
tppubtype = {techreport}
}
|
2012
|
Journal Articles
|
 | Stephen Miller; Jur van den Berg; Mario Fritz; Trevor Darrell; Ken Goldberg; Pieter Abbeel A Geometric Approach To Robotic Laundry Folding Journal Article International Journal of Robotics Research (IJRR), 2012. Links | BibTeX | Tags: @article{2011MillerA-Geo,
title = {A Geometric Approach To Robotic Laundry Folding},
author = {Stephen Miller and Jur van den Berg and Mario Fritz and Trevor Darrell and Ken Goldberg and Pieter Abbeel},
url = {http://intl-ijr.sagepub.com/content/31/2/249},
year = {2012},
date = {2012-01-01},
journal = {International Journal of Robotics Research (IJRR)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Inproceedings
|
 | Konstantinos Rematas; Mario Fritz; Tinne Tuytelaars Kernel Density Topic Models: Visual Topics Without Visual Words Inproceedings NIPS Workshop Modern Non-Parametric Methods in Machine Learning, 2012. Links | BibTeX | Tags: 2013 @inproceedings{rematas12NIPSW,
title = {Kernel Density Topic Models: Visual Topics Without Visual Words},
author = {Konstantinos Rematas and Mario Fritz and Tinne Tuytelaars},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/rematas_kernel.pdf},
year = {2012},
date = {2012-12-01},
booktitle = {NIPS Workshop Modern Non-Parametric Methods in Machine Learning},
keywords = {2013},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sandra Ebert; Mario Fritz; Bernt Schiele Active Metric Learning for Object Recognition Inproceedings DAGM/OAGM Symposium, 2012. Links | BibTeX | Tags: @inproceedings{ebertdagm12,
title = {Active Metric Learning for Object Recognition},
author = {Sandra Ebert and Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/EbertDAGM2012.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {DAGM/OAGM Symposium},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sandra Ebert; Mario Fritz; Bernt Schiele Semi-Supervised Learning on a Budget: Scaling up to Large Datasets Inproceedings Asian Conference on Computer Vision (ACCV), 2012. Links | BibTeX | Tags: @inproceedings{ebert12accv,
title = {Semi-Supervised Learning on a Budget: Scaling up to Large Datasets},
author = {Sandra Ebert and Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/ebert12accv.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Asian Conference on Computer Vision (ACCV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Konstantinos Rematas; Mario Fritz; Tinne Tuytelaars The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image Inproceedings Asian Conference on Computer Vision (ACCV), 2012. Links | BibTeX | Tags: @inproceedings{kostas12accv,
title = {The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image},
author = {Konstantinos Rematas and Mario Fritz and Tinne Tuytelaars},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/rematasACCV12.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Asian Conference on Computer Vision (ACCV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sergey Karayev; Tobias Baumgartner; Mario Fritz; Trevor Darrell Timely Object Recognition Inproceedings Advances in Neural Information Processing Systems (NIPS), 2012. Links | BibTeX | Tags: @inproceedings{karayev12nips,
title = {Timely Object Recognition},
author = {Sergey Karayev and Tobias Baumgartner and Mario Fritz and Trevor Darrell},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/nips_2012_timely_object_recognition.pdf
http://sergeykarayev.com/work/timely/},
year = {2012},
date = {2012-01-01},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Hyun Oh Song; Stefan Zickler; Tim Althoff; Ross Girshick; Mario Fritz; Christopher Geyer; Pedro Felzenszwalb; Trevor Darrell Sparselet Models for Efficient Multiclass Object Detection Inproceedings European Conference on Computer Vision (ECCV), 2012. Links | BibTeX | Tags: @inproceedings{song12eccv,
title = {Sparselet Models for Efficient Multiclass Object Detection},
author = {Hyun Oh Song and Stefan Zickler and Tim Althoff and Ross Girshick and Mario Fritz and Christopher Geyer and Pedro Felzenszwalb and Trevor Darrell},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/sparselets-eccv.pdf
http://www.eecs.berkeley.edu/~song/sparselets/
},
year = {2012},
date = {2012-01-01},
booktitle = {European Conference on Computer Vision (ECCV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wenbin Li; Mario Fritz Recognizing Materials from Virtual Examples Inproceedings European Conference on Computer Vision (ECCV), 2012. Links | BibTeX | Tags: @inproceedings{li12eccv,
title = {Recognizing Materials from Virtual Examples},
author = {Wenbin Li and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/li12eccv.pdf
http://www.d2.mpi-inf.mpg.de/mpi-vips},
year = {2012},
date = {2012-01-01},
booktitle = {European Conference on Computer Vision (ECCV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sandra Ebert; Mario Fritz; Schiele RALF: A Reinforced Active Learning Formulation for Object Class Recognition Inproceedings IEEE Computer Vision and Pattern Recognition (CVPR), 2012. Links | BibTeX | Tags: @inproceedings{ebert12cvpr,
title = {RALF: A Reinforced Active Learning Formulation for Object Class Recognition},
author = {Sandra Ebert and Mario Fritz and Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/EbertCVPR2012.pdf
https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/RALF_poster.pdf
http://www.d2.mpi-inf.mpg.de/content/ralf-reinforced-active-learning-formulation},
year = {2012},
date = {2012-01-01},
booktitle = {IEEE Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2011
|
Inproceedings
|
 | Stephen Miller; Mario Fritz; Trevor Darrell; Pieter Abbeel Parameterized Shape Models for Clothing Inproceedings IEEE International Conference on Robotics and Automation (ICRA), 2011. Links | BibTeX | Tags: @inproceedings{2011MillerParam,
title = {Parameterized Shape Models for Clothing},
author = {Stephen Miller and Mario Fritz and Trevor Darrell and Pieter Abbeel},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/MillerFritzDarrellAbbeel_ICRA2011.pdf
http://rll.berkeley.edu/2011_ICRA_shapemodels/},
year = {2011},
date = {2011-01-01},
booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sergey Karayev; Mario Fritz; Sanja Fidler; Trevor Darrell A Probabilistic Model for Recursive Factorized Image Features Inproceedings IEEE Computer Vision and Pattern Recognition (CVPR), 2011. Links | BibTeX | Tags: @inproceedings{2011KarayevA-Pro,
title = {A Probabilistic Model for Recursive Factorized Image Features},
author = {Sergey Karayev and Mario Fritz and Sanja Fidler and Trevor Darrell},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/1888.pdf
http://sergeykarayev.com/work/files/rlda/poster.pdf},
year = {2011},
date = {2011-01-01},
booktitle = {IEEE Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Sandra Ebert; Mario Fritz; Bernt Schiele Pick your Neighborhood -- Improving Labels and Neighborhood Structure for Label Propagation Inproceedings Pattern Recognition, DAGM Symposium, 2011. Links | BibTeX | Tags: @inproceedings{2011EbertPick-,
title = {Pick your Neighborhood -- Improving Labels and Neighborhood Structure for Label Propagation},
author = {Sandra Ebert and Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/EbertDAGM2011.pdf},
year = {2011},
date = {2011-01-01},
booktitle = {Pattern Recognition, DAGM Symposium},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wei-Chen Chiu; Ulf Blanke; Mario Fritz Improving the Kinect by Cross-Modal Stereo Inproceedings British Machine Vision Conference (BMVC), 2011. Links | BibTeX | Tags: @inproceedings{2011ChiuImpro,
title = {Improving the Kinect by Cross-Modal Stereo},
author = {Wei-Chen Chiu and Ulf Blanke and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/chiu11bmvc.pdf
https://sites.google.com/site/walonchiu/projects/cross_modal},
year = {2011},
date = {2011-01-01},
booktitle = {British Machine Vision Conference (BMVC)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Kate Saenko; Sergey Karayev; Yangqing Yia; Alex Shyr; Allie Janoch; Jonathan Long; Mario Fritz; Trevor Darrell Practical 3-D Object Detection Using Category and Instance-level Appearance Models Inproceedings IEEE International Conference on Intelligent Robots and Systems (IROS), 2011. Links | BibTeX | Tags: @inproceedings{2011SaenkoPract,
title = {Practical 3-D Object Detection Using Category and Instance-level Appearance Models},
author = {Kate Saenko and Sergey Karayev and Yangqing Yia and Alex Shyr and Allie Janoch and Jonathan Long and Mario Fritz and Trevor Darrell},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/iros2011.pdf},
year = {2011},
date = {2011-01-01},
booktitle = {IEEE International Conference on Intelligent Robots and Systems (IROS)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Ping Chuan Wang; Stephen Miller; Mario Fritz; Trevor Darrell; Pieter Abbeel Perception for the Manipulation of Socks Inproceedings IEEE International Conference on Intelligent Robots and Systems (IROS), 2011. Links | BibTeX | Tags: @inproceedings{2011AbbeelPerce,
title = {Perception for the Manipulation of Socks},
author = {Ping Chuan Wang and Stephen Miller and Mario Fritz and Trevor Darrell and Pieter Abbeel},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/WangMillerFritzDarrellAbbeel_IROS2011.pdf
http://www.stanford.edu/~sdmiller/media/index.html#paper2},
year = {2011},
date = {2011-01-01},
booktitle = {IEEE International Conference on Intelligent Robots and Systems (IROS)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Tinne Tuytelaars; Mario Fritz; Kate Saenko; Trevor Darrell The NBNN kernel Inproceedings IEEE International Conference on Computer Vision (ICCV), 2011. Links | BibTeX | Tags: @inproceedings{2011TuytelaarsKerna,
title = {The NBNN kernel},
author = {Tinne Tuytelaars and Mario Fritz and Kate Saenko and Trevor Darrell},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/tuytelaars_al-nbnn_kernel-iccv11.pdf},
year = {2011},
date = {2011-01-01},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Wei-Chen Chiu; Ulf Blanke; Mario Fritz I spy with my little eye: Learning Optimal Filters for Cross-Modal Stereo under Projected Patterns Inproceedings IEEE Workshop on Consumer Depth Cameras for Computer Vision, 2011. Links | BibTeX | Tags: @inproceedings{2011ChiuI-spy,
title = {I spy with my little eye: Learning Optimal Filters for Cross-Modal Stereo under Projected Patterns},
author = {Wei-Chen Chiu and Ulf Blanke and Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/Wei-ChenChiuSpyWithLittleEye_CDC4CV2011.pdf.pdf
https://sites.google.com/site/walonchiu/projects/cross_modal},
year = {2011},
date = {2011-01-01},
booktitle = {IEEE Workshop on Consumer Depth Cameras for Computer Vision},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Hyun Oh Song; Mario Fritz; Chunhui Gu; Trevor Darrell Visual Grasp Affordances From Appearance-Based Cues Inproceedings IEEE Workshop on Challenges and Opportunities in Robot Perception, 2011. Links | BibTeX | Tags: @inproceedings{2011SongVisua,
title = {Visual Grasp Affordances From Appearance-Based Cues},
author = {Hyun Oh Song and Mario Fritz and Chunhui Gu and Trevor Darrell},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/PID2062211.pdf
https://www.youtube.com/watch?v=C3HU1Tb5hF4},
year = {2011},
date = {2011-01-01},
booktitle = {IEEE Workshop on Challenges and Opportunities in Robot Perception},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| Allison Janoch; Sergey Karayev; Yangqing Jia; Jonathan T. Barron; Mario Fritz; Kate Saenko; Trevor Darrell A Category-Level 3-D Object Dataset: Putting the Kinect to Work Inproceedings IEEE Workshop on Consumer Depth Cameras for Computer Vision, 2011. Links | BibTeX | Tags: @inproceedings{2011JanochA-Cat,
title = {A Category-Level 3-D Object Dataset: Putting the Kinect to Work},
author = {Allison Janoch and Sergey Karayev and Yangqing Jia and Jonathan T. Barron and Mario Fritz and Kate Saenko and Trevor Darrell},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/B3DO_ICCV_2011.pdf
http://kinectdata.com},
year = {2011},
date = {2011-01-01},
booktitle = {IEEE Workshop on Consumer Depth Cameras for Computer Vision},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Masters Theses
|
 | Mateusz Malinowski Optimization Algorithms in the Reconstruction of MR Images: A Comparative Study Masters Thesis Saarland University, 2011. Links | BibTeX | Tags: 2011 @mastersthesis{mateusz_optimization_in_mri,
title = {Optimization Algorithms in the Reconstruction of MR Images: A Comparative Study},
author = {Mateusz Malinowski},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/06/MRI-Recon-Msc.pdf},
year = {2011},
date = {2011-07-01},
school = {Saarland University},
type = {Master\'s Thesis},
keywords = {2011},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
2010
|
Journal Articles
|
 | Mario Fritz; Geert-Jan M. Kruijff; Bernt Schiele Tutor-based learning of visual categories using different levels of supervision Journal Article Computer Vision and Image Understanding, 114 , pp. 564–573, 2010, ISSN: 1077-3142. Links | BibTeX | Tags: @article{2010FritzTutor,
title = {Tutor-based learning of visual categories using different levels of supervision},
author = {Mario Fritz and Geert-Jan M. Kruijff and Bernt Schiele},
url = {http://www.sciencedirect.com/science/article/pii/S1077314210000238},
issn = {1077-3142},
year = {2010},
date = {2010-01-01},
journal = {Computer Vision and Image Understanding},
volume = {114},
pages = {564–573},
publisher = {Elsevier Science Inc.},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
 | Barbara Caputo; Hayman, Eric; Mario Fritz; Eklundh, Jan-Olof Classifying materials in the real world Journal Article Image and Vision Computing, 28 , pp. 150–163, 2010, ISSN: 0262-8856. Links | BibTeX | Tags: @article{2010CaputoClass,
title = {Classifying materials in the real world},
author = {Barbara Caputo and Hayman, Eric and Mario Fritz and Eklundh, Jan-Olof},
url = {http://www.sciencedirect.com/science/article/pii/S0262885609001097},
issn = {0262-8856},
year = {2010},
date = {2010-01-01},
journal = {Image and Vision Computing},
volume = {28},
pages = {150–163},
publisher = {Butterworth-Heinemann},
address = {Newton, MA, USA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Incollections
|
 | Mario Fritz; Mykhaylo Andriluka; Sanja Fidler; Michael Stark; Ales Leonardis; Bernt Schiele Categorical Perception Incollection Cognitive Systems, Springer, 2010. Links | BibTeX | Tags: @incollection{2010FritzCateg,
title = {Categorical Perception},
author = {Mario Fritz and Mykhaylo Andriluka and Sanja Fidler and Michael Stark and Ales Leonardis and Bernt Schiele},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-11694-0_4},
year = {2010},
date = {2010-01-01},
booktitle = {Cognitive Systems},
publisher = {Springer},
series = {Cognitive Systems Monographs},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
| Danijel Skocaj; Matej Kristan; Alen Vrecko; Ales Leonardis; Mario Fritz; Michael Stark; Bernt Schiele; Somboon Hongeng; Jeremy L. Wyatt Multi-Modal Learning Incollection Cognitive Systems, Springer, 2010. Links | BibTeX | Tags: @incollection{2010SkocajMulti,
title = {Multi-Modal Learning},
author = {Danijel Skocaj and Matej Kristan and Alen Vrecko and Ales Leonardis and Mario Fritz and Michael Stark and Bernt Schiele and Somboon Hongeng and Jeremy L. Wyatt},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-11694-0_7},
year = {2010},
date = {2010-01-01},
booktitle = {Cognitive Systems},
publisher = {Springer},
series = {Cognitive Systems Monographs},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
 | Mario Fritz; Kate Saenko; Trevor Darrell Size Matters: Metric Visual Search Constraints from Monocular Metadata Incollection Advances in Neural Information Processing Systems (NIPS), 2010. Links | BibTeX | Tags: @incollection{2010FritzSize-,
title = {Size Matters: Metric Visual Search Constraints from Monocular Metadata},
author = {Mario Fritz and Kate Saenko and Trevor Darrell},
url = {http://books.nips.cc/papers/files/nips23/NIPS2010_1221.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Inproceedings
|
 | Kate Saenko; Brian Kulis; Mario Fritz; Trevor Darrell Adapting visual category models to new domains Inproceedings European Conference on Computer Vision (ECCV), 2010. Links | BibTeX | Tags: @inproceedings{2010SaenkoAdapt,
title = {Adapting visual category models to new domains},
author = {Kate Saenko and Brian Kulis and Mario Fritz and Trevor Darrell},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/saenko_eccv_2010.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {European Conference on Computer Vision (ECCV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2009
|
Incollections
|
 | Mario Fritz; Bernt Schiele Towards Integration of Different Paradigms in Modeling, Representation and Learning of Visual Categories Incollection Object Categorization: Computer and Human Vision Perspectives, Cambridge University Press, 2009. Links | BibTeX | Tags: @incollection{2009FritzTowar,
title = {Towards Integration of Different Paradigms in Modeling, Representation and Learning of Visual Categories},
author = {Mario Fritz and Bernt Schiele},
url = {http://ebooks.cambridge.org/chapter.jsf?bid=CBO9780511635465&cid=CBO9780511635465A026},
year = {2009},
date = {2009-01-01},
booktitle = {Object Categorization: Computer and Human Vision Perspectives},
publisher = {Cambridge University Press},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Inproceedings
|
 | Paul Schnitzspan; Mario Fritz; Stefan Roth; Bernt Schiele Discriminative Structure Learning of Hierarchical Representations for Object Detection Inproceedings IEEE Computer Vision and Pattern Recognition (CVPR), 2009. Links | BibTeX | Tags: @inproceedings{2009SchnitzspanDiscr,
title = {Discriminative Structure Learning of Hierarchical Representations for Object Detection},
author = {Paul Schnitzspan and Mario Fritz and Stefan Roth and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/schnitzspan09cvpr_compressed.pdf},
year = {2009},
date = {2009-01-01},
booktitle = {IEEE Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Mario Fritz; Michael Black; Gary Bradski; Sergey Karayev; Trevor Darrell An Additive Latent Feature Model for Transparent Object Recognition Inproceedings Advances in Neural Information Processing Systems (NIPS), 2009, ((oral)). Links | BibTeX | Tags: @inproceedings{2009FritzAn-Ad,
title = {An Additive Latent Feature Model for Transparent Object Recognition},
author = {Mario Fritz and Michael Black and Gary Bradski and Sergey Karayev and Trevor Darrell},
url = {http://books.nips.cc/papers/files/nips22/NIPS2009_0397.pdf},
year = {2009},
date = {2009-01-01},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
note = {(oral)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
PhD Theses
|
| Mario Fritz Modeling, Representing and Learning of Visual Categories PhD Thesis TU Darmstadt, 2009. BibTeX | Tags: @phdthesis{2009FritzModel,
title = {Modeling, Representing and Learning of Visual Categories},
author = {Mario Fritz},
year = {2009},
date = {2009-01-01},
school = {TU Darmstadt},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
Proceedings
|
 | Mario Fritz; Bernt Schiele; Justus H. Piater (Ed.) Computer Vision Systems, 7th International Conference on Computer Vision Systems, ICVS 2009, Liege, Belgium, October 13-15, 2009, Proceedings Proceeding Springer, 5815 , 2009, ISBN: 978-3-642-04666-7. Links | BibTeX | Tags: @proceedings{2009Compu,
title = {Computer Vision Systems, 7th International Conference on Computer Vision Systems, ICVS 2009, Liege, Belgium, October 13-15, 2009, Proceedings},
editor = {Mario Fritz and Bernt Schiele and Justus H. Piater},
url = {http://link.springer.com/book/10.1007/978-3-642-04667-4/page/1},
isbn = {978-3-642-04666-7},
year = {2009},
date = {2009-01-01},
journal = {ICVS},
volume = {5815},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
|
2008
|
Inproceedings
|
 | Tam Huynh; Mario Fritz; Bernt Schiele Discovery of activity patterns using topic models Inproceedings International Conference on Ubiquitous computing (UbiComp), 2008. Links | BibTeX | Tags: @inproceedings{2008HuynhDisco,
title = {Discovery of activity patterns using topic models},
author = {Tam Huynh and Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/ubicomp2008.pdf},
year = {2008},
date = {2008-01-01},
booktitle = {International Conference on Ubiquitous computing (UbiComp)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Paul Schnitzspan; Mario Fritz; Bernt Schiele Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features Inproceedings European Conference on Computer Vision (ECCV), 2008. Links | BibTeX | Tags: @inproceedings{2008SchnitzspanHiera,
title = {Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features},
author = {Paul Schnitzspan and Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/schnitzspan08eccv.pdf},
year = {2008},
date = {2008-01-01},
booktitle = {European Conference on Computer Vision (ECCV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Mario Fritz; Bernt Schiele Decomposition, Discovery and Detection of Visual Categories Using Topic Models Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. Links | BibTeX | Tags: @inproceedings{2008FritzDecom,
title = {Decomposition, Discovery and Detection of Visual Categories Using Topic Models},
author = {Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/fritz08cvpr.pdf},
year = {2008},
date = {2008-01-01},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2007
|
Inproceedings
|
 | Edgar Seemann; Mario Fritz; Bernt Schiele Towards Robust Pedestrian Detection in Crowded Image Sequences Inproceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007. Links | BibTeX | Tags: @inproceedings{2007SeemannTowar,
title = {Towards Robust Pedestrian Detection in Crowded Image Sequences},
author = {Edgar Seemann and Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/seemann07cvpr.pdf},
year = {2007},
date = {2007-01-01},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| Mario Fritz; Geert-Jan Kruijff; Bernt Schiele Cross-Modal Learning of Visual Categories using Different Levels of Supervision Inproceedings International Conference on Vision Systems (ICVS), 2007. Links | BibTeX | Tags: @inproceedings{2007FritzCross,
title = {Cross-Modal Learning of Visual Categories using Different Levels of Supervision},
author = {Mario Fritz and Geert-Jan Kruijff and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/fritz07icvs.pdf},
year = {2007},
date = {2007-01-01},
booktitle = {International Conference on Vision Systems (ICVS)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2006
|
Inproceedings
|
 | Mark Everingham; Andrew Zisserman; Christopher K. I. Williams; Luc Van Gool; Moray Allan; Christopher M. Bishop; Olivier Chapelle; Navneet Dalal; Thomas Deselaers; Gyuri Dork'o; Stefan Duffner; Jan Eichhorn; Jason D. R. Farquhar; Mario Fritz; Christophe Garcia; Tom Griffiths; Fr'ed'eric Jurie; Thomas Keysers; Markus Koskela; Jorma Laaksonen; Larlus, Diane; Bastian Leibe; Hongying Meng; Hermann Ney; Bernt Schiele; Corde The 2005 PASCAL Visual Object Classes Challenge Inproceedings Selected Proceedings of the first PASCAL Challenges Workshop, 2006. Links | BibTeX | Tags: @inproceedings{2006EveringhamThe-2,
title = {The 2005 PASCAL Visual Object Classes Challenge},
author = {Mark Everingham and Andrew Zisserman and Christopher K. I. Williams and Luc Van Gool and Moray Allan and Christopher M. Bishop and Olivier Chapelle and Navneet Dalal and Thomas Deselaers and Gyuri Dork'o and Stefan Duffner and Jan Eichhorn and Jason D. R. Farquhar and Mario Fritz and Christophe Garcia and Tom Griffiths and Fr'ed'eric Jurie and Thomas Keysers and Markus Koskela and Jorma Laaksonen and Larlus, Diane and Bastian Leibe and Hongying Meng and Hermann Ney and Bernt Schiele and Corde},
url = {http://pascallin.ecs.soton.ac.uk/challenges/VOC/voc2005/chapter.pdf},
year = {2006},
date = {2006-01-01},
booktitle = {Selected Proceedings of the first PASCAL Challenges Workshop},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
 | Mario Fritz; Bernt Schiele Towards Unsupervised Discovery of Visual Categories Inproceedings Pattern Recognition, DAGM Symposium, 2006. Links | BibTeX | Tags: @inproceedings{2006FritzTowar,
title = {Towards Unsupervised Discovery of Visual Categories},
author = {Mario Fritz and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/fritz06dagm.pdf},
year = {2006},
date = {2006-01-01},
booktitle = {Pattern Recognition, DAGM Symposium},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2005
|
Inproceedings
|
 | Mario Fritz; Bastian Leibe; Barbara Caputo; Bernt Schiele Integrating Representative and Discriminant Models for Object Category Detection Inproceedings IEEE International Conference on Computer Vision (ICCV), 2005. Links | BibTeX | Tags: @inproceedings{2005FritzInteg,
title = {Integrating Representative and Discriminant Models for Object Category Detection},
author = {Mario Fritz and Bastian Leibe and Barbara Caputo and Bernt Schiele},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/fritz05iccv.pdf},
year = {2005},
date = {2005-01-01},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2004
|
Inproceedings
|
| Hayman, Eric; Barbara Caputo; Mario Fritz; Eklundh, Jan-Olof On the Significance of Real-World Conditions for Material Classification Inproceedings European Conference on Computer Vision (ECCV), 2004. Links | BibTeX | Tags: @inproceedings{2004HaymanOn-th,
title = {On the Significance of Real-World Conditions for Material Classification},
author = {Hayman, Eric and Barbara Caputo and Mario Fritz and Eklundh, Jan-Olof},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/hayman.pdf},
year = {2004},
date = {2004-01-01},
booktitle = {European Conference on Computer Vision (ECCV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Miscellaneous
|
 | Mario Fritz Categorization by Local Information Using Support Vector Machines Miscellaneous Master Thesis, 2004. Links | BibTeX | Tags: @misc{masterthesis,
title = {Categorization by Local Information Using Support Vector Machines},
author = {Mario Fritz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/11/da00.pdf},
year = {2004},
date = {2004-01-01},
school = {University of Erlangen-Nuremberg and KTH},
howpublished = {Master Thesis},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
|
2002
|
Inproceedings
|
 | Matthias Zobel; Mario Fritz; Ingo Scholz Object Tracking and Pose Estimation Using Light-Field Object Models Inproceedings Vision, Modeling, and Visualization Conference (VMV), 2002. Links | BibTeX | Tags: @inproceedings{2002ZobelObjec,
title = {Object Tracking and Pose Estimation Using Light-Field Object Models},
author = {Matthias Zobel and Mario Fritz and Ingo Scholz},
url = {https://cispa.saarland/group/fritz/wp-content/blogs.dir/13/files/2020/05/zobeletal.pdf},
year = {2002},
date = {2002-01-01},
booktitle = {Vision, Modeling, and Visualization Conference (VMV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Miscellaneous
|
 | Mario Fritz 3D Objektverfolgung mit Lichtfeldern (3D object tracking using light-fields) Miscellaneous 2002, (student thesis). BibTeX | Tags: @misc{studentthesis,
title = {3D Objektverfolgung mit Lichtfeldern (3D object tracking using light-fields)},
author = {Mario Fritz},
year = {2002},
date = {2002-01-01},
school = {University of Erlangen-Nuremberg},
note = {student thesis},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
|
