Quicklinks
Decorative photo of one of the top-corners of the CISPA building
Portrait of Person: Mario Fritz

Mario Fritz (Faculty)
 
 Campus E1 4 | 66123 Saarbrücken | 624

Publications:

Title Date Date Meta
A Hybrid Model for Identity Obfuscation by Face Replacement 2018  2018   Qianru Sun, Ayush Tewari, Weipeng Xu, Mario Fritz, Christian Theobalt, Bernt Schiele  European Conference on Computer Vision
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes 2018  2018   Yang He, Mario Fritz, Bernt Schiele  European Conference on Computer Vision (ECCV)
A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation 2018  2018   Rakshith Shetty, Bernt Schiele, Mario Fritz  27th USENIX Security Symposium (USENIX Security 18)
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty 2018  2018   Apratim Bhattacharyya, Mario Fritz, Bernt Schiele  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Long-Term Image Boundary Prediction 2018  2018   Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz  Association for the Advancement of Artificial Intelligence (AAAI)
Accurate and Diverse Sampling of Sequences based on a “Best of Many” Sample Objective 2018  2018   Apratim Bhattacharyya, Bernt Schiele, Mario Fritz  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Disentangled Person Image Generation 2018  2018   Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Whitening Black-Box Neural Networks 2018  2018   Seong Joon Oh, Max Augustin, Bernt Schiele, Mario Fritz  International Conference on Learning Representations (ICLR)
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images 2018  2018   Tribhuvanesh Orekondy, Mario Fritz, Bernt Schiele  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Natural and Effective Obfuscation by Head Inpainting 2018  2018   Qianru Sun, Liqian Ma, Seong Joon Oh, Luc Van Gool, Bernt Schiele, Mario Fritz  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling 2017  2017   Hosnieh Sattar, Andreas Bulling, Mario Fritz  Mutual Benefits of Cognitive and Computer Vision Workshop at International Conference on Computer Vision (ICCV-W)
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling 2017  2017   Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Exploiting saliency for object segmentation from image level labels 2017  2017   Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective [TechReport] 2017  2017   Seong Joon Oh, Mario Fritz, Bernt Schiele
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images [TechReport] 2017  2017   Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training [TechReport] 2017  2017   Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele
A Domain Based Approach to Social Relation Recognition 2017  2017   Qianru Sun, Bernt Schiele, Mario Fritz  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Advanced Steel Microstructure Classification by Deep Learning Methods 2017  2017   Seyedmajid Azimi, Dominik Britz, Michael Engstler, Mario Fritz, Frank Mücklich
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty 2017  2017   Apratim Bhattacharyya, Mario Fritz, Bernt Schiele
What is Around the Camera? 2017  2017   Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Tinne Tuytelaars, Luc Van Gool  IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017
Learning Dilation Factors for Semantic Segmentation of Street Scenes 2017  2017   Yang He, Margret Keuper, Bernt Schiele, Mario Fritz  Pattern Recognition - 39th German Conference, GCPR 2017, Basel, Switzerland, September 12-15, 2017, Proceedings
Learning Dilation Factors for Semantic Segmentation of Street Scenes 2017  2017   Yang He, Margret Keuper, Bernt Schiele, Mario Fritz
Visual stability prediction for robotic manipulation 2017  2017   Wenbin Li, Ales Leonardis, Mario Fritz  2017 IEEE International Conference on Robotics and Automation, ICRA 2017, Singapore, Singapore, May 29 - June 3, 2017
Disentangled Person Image Generation [TechReport] 2017  2017   Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering 2017  2017   Mateusz Malinowski, Marcus Rohrbach, Mario Fritz
Whitening Black-Box Neural Networks [TechReport] 2017  2017   Seong Joon Oh, Max Augustin, Bernt Schiele, Mario Fritz
Person Recognition in Social Media Photos 2017  2017   Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele
Exploiting saliency for object segmentation from image level labels 2017  2017   Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele
Adversarial Image Perturbation for Privacy Protection - A Game Theory Perspective 2017  2017   Seong Joon Oh, Mario Fritz, Bernt Schiele
Adversarial Image Perturbation for Privacy Protection — A Game Theory Perspective 2017  2017   Seong Joon Oh, Mario Fritz, Bernt Schiele  IEEE International Conference on Computer Vision (ICCV), 2017
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images [TechReport] 2017  2017   Tribhuvanesh Orekondy, Mario Fritz, Bernt Schiele
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images 2017  2017   Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz  IEEE International Conference on Computer Vision (ICCV)
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images 2017  2017   Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz
Novel Views of Objects from a Single Image 2017  2017   Konstantinos Rematas, Chuong H. Nguyen, Tobias Ritschel, Mario Fritz, Tinne Tuytelaars
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training 2017  2017   Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training 2017  2017   Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele  IEEE International Conference on Computer Vision (ICCV)
A4NT : Author Attribute Anonymity by Adversarial Training of Neural Machine Translation [TechReport] 2017  2017   Rakshith Shetty, Bernt Schiele, Mario Fritz
A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation 2017  2017   Rakshith Shetty, Bernt Schiele, Mario Fritz
Natural and Effective Obfuscation by Head Inpainting [TechReport] 2017  2017   Qianru Sun, Liqian Ma, Seong Joon Oh, Luc Van Gool, Bernt Schiele, Mario Fritz
A Domain Based Approach to Social Relation Recognition 2017  2017   Qianru Sun, Bernt Schiele, Mario Fritz
It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation 2017  2017   Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling  2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops, Honolulu, HI, USA, July 21-26, 2017
Demo: I-Pic: A Platform for Privacy-Compliant Image Capture 2016  2016   Bernt Schiele, Bobby Bhattacharjee, Mario Fritz, Paarijaat Aditya, Peter Druschel, Rijurekha Sen, Seong Joon Oh, Rodrigo Benenson, Tong Tong Wu  Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services Companion (MobiSys '16)
I-Pic: A Platform for Privacy-Compliant Image Capture 2016  2016   Paarijaat Aditya, Rijurekha Sen, Peter Druschel, Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele, Bobby Bhattacharjee, Tong Tong Wu  Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services Companion (MobiSys '16)
Recognition of Ongoing Complex Activities by Sequence Prediction over a Hierarchical Label Space 2016  2016   Wenbin Li, Mario Fritz  IEEE Winter Conference on Applications of Computer Vision (WACV)
Faceless Person Recognition: Privacy Implications in Social Media 2016  2016   Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele  Computer Vision - ECCV 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part III
Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling [TechReport] 2016  2016   Hosnieh Sattar, Andreas Bulling, Mario Fritz
Multi-Cue Zero-Shot Learning with Strong Supervision 2016  2016   Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele
Multi-cue Zero-Shot Learning with Strong Supervision 2016  2016   Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele  2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016
Long-Term Image Boundary Extrapolation 2016  2016   Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz
Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles 2016  2016   Wei-Chen Chiu, Fabio Galasso, Mario Fritz  Computer Vision - ACCV 2016 - 13th Asian Conference on Computer Vision, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part V
Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries 2016  2016   Sreyasi Nag Chowdhury, Mateusz Malinowski, Andreas Bulling, Mario Fritz  Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016
Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task 2016  2016   Mateusz Malinowski, Ashkan Mokarian, Mario Fritz  Proceedings of the British Machine Vision Conference 2016, BMVC 2016, York, UK, September 19-22, 2016
Faceless Person Recognition; Privacy Implications in Social Media 2016  2016   Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele
Deep Reflectance Maps 2016  2016   Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Efstratios Gavves, Tinne Tuytelaars  2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016
Learning to Select Long-Track Features for Structure-From-Motion and Visual SLAM 2016  2016   Jonas Scheer, Mario Fritz, Oliver Grau  Pattern Recognition - 38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings
VConv-DAE: Deep Volumetric Shape Learning Without Object Labels 2016  2016   Abhishek Sharma, Oliver Grau, Mario Fritz  Computer Vision - ECCV 2016 Workshops - Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part III
Learning to Detect Visual Grasp Affordance 2016  2016   Hyun Oh Song, Mario Fritz, Daniel Göhring, Trevor Darrell
Teaching robots the use of human tools from demonstration with non-dexterous end-effectors 2015  2015   Wenbin Li, Mario Fritz  15th IEEE-RAS International Conference on Humanoid Robots, Humanoids 2015, Seoul, South Korea, November 3-5, 2015
Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images 2015  2015   Mateusz Malinowski, Marcus Rohrbach, Mario Fritz  2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015
Person Recognition in Personal Photo Collections 2015  2015   Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele
Person Recognition in Personal Photo Collections 2015  2015   Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele  2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015
Prediction of search targets from fixations in open-world settings 2015  2015   Hosnieh Sattar, Sabine Müller, Mario Fritz, Andreas Bulling  IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015
Prediction of search targets from fixations in open-world settings 2015  2015   Hosnieh Sattar, Sabine Müller, Mario Fritz, Andreas Bulling
Joint segmentation and activity discovery using semantic and temporal priors 2015  2015   Julia Seiter, Chiu Wei-Chen, Mario Fritz, Oliver Amft, Gerhard Tröster  2015 IEEE International Conference on Pervasive Computing and Communications, PerCom 2015, St. Louis, MO, USA, 23-27 March, 2015
See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG 2015  2015   Walon Wei-Chen, Mario Fritz  2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015
Appearance-based gaze estimation in the wild 2015  2015   Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling  IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015
Bridging the Gap Between Digital Cryptography and the Physical World 2014  2014   Mark Simkin, Dominique Schröder, Andreas Bulling, Mario Fritz  European Symposium on Research in Computer Security (ESORICS)
Ubic: Bridging the Gap between Digital Cryptography and the Physical World 2014  2014   Mark Simkin, Dominique Schröder, Andreas Bulling, Mario Fritz  Computer Security - ESORICS 2014 - 19th European Symposium on Research in Computer Security, Wroclaw, Poland, September 7-11, 2014. Proceedings, Part I
Anytime Recognition of Objects and Scenes 2014  2014   Sergey Karayev, Mario Fritz, Trevor Darrell  2014 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, USA, June 23-28, 2014
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input 2014  2014   Mateusz Malinowski, Mario Fritz  Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada
Image-Based Synthesis and Re-synthesis of Viewpoints Guided by 3D Models 2014  2014   Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Tinne Tuytelaars  2014 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, USA, June 23-28, 2014
Object Disambiguation for Augmented Reality Applications 2014  2014   Walon Wei-Chen, Gregory Johnson, Daniel McCulley, Oliver Grau, Mario Fritz  British Machine Vision Conference, BMVC 2014, Nottingham, UK, September 1-5, 2014
Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling 2013  2013   Evgeny Levinkov, Mario Fritz  IEEE International Conference on Computer Vision, ICCV 2013, Sydney, Australia, December 1-8, 2013
Learning Smooth Pooling Regions for Visual Recognition 2013  2013   Mateusz Malinowski, Mario Fritz  British Machine Vision Conference, BMVC 2013, Bristol, UK, September 9-13, 2013
Multi-class Video Co-segmentation with a Generative Multi-video Model 2013  2013   Walon Wei-Chen, Mario Fritz  2013 IEEE Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013
Active Metric Learning for Object Recognition 2012  2012   Sandra Ebert, Mario Fritz, Bernt Schiele  Pattern Recognition - Joint 34th DAGM and 36th OAGM Symposium, Graz, Austria, August 28-31, 2012. Proceedings
RALF: A reinforced active learning formulation for object class recognition 2012  2012   Sandra Ebert, Mario Fritz, Bernt Schiele  2012 IEEE Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012
Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets 2012  2012   Sandra Ebert, Mario Fritz, Bernt Schiele  Computer Vision - ACCV 2012 - 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part I
Timely Object Recognition 2012  2012   Sergey Karayev, Tobias Baumgartner, Mario Fritz, Trevor Darrell  Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States.
Recognizing Materials from Virtual Examples 2012  2012   Wenbin Li, Mario Fritz  Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part IV
A geometric approach to robotic laundry folding 2012  2012   Stephen Miller, Jur van den Berg, Mario Fritz, Trevor Darrell, Kenneth Y. Goldberg, Pieter Abbeel
The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image 2012  2012   Konstantinos Rematas, Mario Fritz, Tinne Tuytelaars  Computer Vision - ACCV 2012 - 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part I
Sparselet Models for Efficient Multiclass Object Detection 2012  2012   Hyun Oh Song, Stefan Zickler, Tim Althoff, Ross B. Girshick, Mario Fritz, Christopher Geyer, Pedro F. Felzenszwalb, Trevor Darrell  Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part II
Pick Your Neighborhood - Improving Labels and Neighborhood Structure for Label Propagation 2011  2011   Sandra Ebert, Mario Fritz, Bernt Schiele  Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31 - September 2, 2011. Proceedings
A category-level 3-D object dataset: Putting the Kinect to work 2011  2011   Allison Janoch, Sergey Karayev, Yangqing Jia, Jonathan T. Barron, Mario Fritz, Kate Saenko, Trevor Darrell  IEEE International Conference on Computer Vision Workshops, ICCV 2011 Workshops, Barcelona, Spain, November 6-13, 2011
A probabilistic model for recursive factorized image features 2011  2011   Sergey Karayev, Mario Fritz, Sanja Fidler, Trevor Darrell  The 24th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, CO, USA, 20-25 June 2011
Parametrized shape models for clothing 2011  2011   Stephen Miller, Mario Fritz, Trevor Darrell, Pieter Abbeel  IEEE International Conference on Robotics and Automation, ICRA 2011, Shanghai, China, 9-13 May 2011
Practical 3-D object detection using category and instance-level appearance models 2011  2011   Kate Saenko, Sergey Karayev, Yangqing Jia, Alex Shyr, Allison Janoch, Jonathan Long, Mario Fritz, Trevor Darrell  2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2011, San Francisco, CA, USA, September 25-30, 2011
The NBNN kernel 2011  2011   Tinne Tuytelaars, Mario Fritz, Kate Saenko, Trevor Darrell  IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011
Perception for the manipulation of socks 2011  2011   Ping Chuan Wang, Stephen Miller, Mario Fritz, Trevor Darrell, Pieter Abbeel  2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2011, San Francisco, CA, USA, September 25-30, 2011
I spy with my little eye: Learning optimal filters for cross-modal stereo under projected patterns 2011  2011   Walon Wei-Chen, Ulf Blanke, Mario Fritz  IEEE International Conference on Computer Vision Workshops, ICCV 2011 Workshops, Barcelona, Spain, November 6-13, 2011
Improving the Kinect by Cross-Modal Stereo 2011  2011   Walon Wei-Chen, Ulf Blanke, Mario Fritz  British Machine Vision Conference, BMVC 2011, Dundee, UK, August 29 - September 2, 2011. Proceedings