Items where Author is "Fritz, Mario"

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Number of items: 197.

Conference or Workshop Item (A Paper)

Zhang, Boyang and Zheng, Li and Yang, Ziqing and He, Xinlei and Backes, Michael and Fritz, Mario and Zhang, Yang
(2024) SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models.
In: 33rd USENIX Security Symposium, Philadelphia, PA, USA.
Conference: USENIX-Security Usenix Security Symposium
(In Press)

Lorenz, Tobias and Kwiatkowska, Marta and Fritz, Mario
(2023) Certifiers Make Neural Networks Vulnerable to Availability Attacks.
In: 16th ACM Workshop on Artificial Intelligence and Security, 30.11.2023, Copenhagen, Denmark.
Conference: AISec ACM Workshop on Artificial Intelligence and Security
(In Press)

Stivala, Giada and Abdelnabi, Sahar and Mengascini, Andrea and Graziano, Mariano and Fritz, Mario and Pellegrino, Giancarlo
(2023) From Attachments to SEO: Click Here to Learn More about Clickbait PDFs!
In: ACSAC '23: Proceedings of the 38th Annual Computer Security Applications Conference, 4-8 December 2023, Austin, TX.
Conference: ACSAC Annual Computer Security Applications Conference
(In Press)

Abdelnabi, Sahar and Fritz, Mario
(2023) Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems.
In: 32nd USENIX Security Symposium, 9-11 Aug 2023, Anaheim, CA, USA.
Conference: USENIX Usenix Annual Technical Conference
(In Press)

Li, Zheng and Yu, Ning and Salem, Ahmed and Backes, Michael and Fritz, Mario and Zhang, Yang
(2023) UnGANable: Defending Against GAN-based Face Manipulation.
In: USENIX Security.
Conference: USENIX-Security Usenix Security Symposium

Chen, Dingfan and Kerkouche, Raouf and Fritz, Mario
(2022) Private Set Generation with Discriminative Information.
In: Thirty-sixth Conference on Neural Information Processing Systems, New Orleans, Louisiena, USA.
Conference: NeurIPS Conference on Neural Information Processing Systems

Liu, Yugeng and Wen, Rui and He, Xinlei and Salem, Ahmed and Zhang, Zhikun and Backes, Michael and De Cristofaro, Emiliano and Fritz, Mario and Zhang, Yang
(2022) ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models.
In: USENIX Security Symposium (USENIX Security), 2022..
Conference: USENIX-Security Usenix Security Symposium

Wang, Hui-Po and Stich, Sebastian U. and He, Yang and Fritz, Mario
(2022) ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training.
In: International Conference on Machine Learning (ICML), 19.7.2022 - 21.7.2022, Baltimore, USA.
Conference: ICML International Conference on Machine Learning

Böhle, Moritz and Fritz, Mario and Schiele, Bernt
(2022) B-Cos Networks: Alignment Is All We Need for Interpretability.
In: Conference on Computer Vision and Pattern Recognition, 21-24.06.2022, New Orleans, Louisiena, USA.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Abdelnabi, Sahar and Hasan, Rakibul and Fritz, Mario
(2022) Open-Domain, Content-Based, Multi-Modal Fact-Checking of Out-of-Context Images via Online Resources.
In: Conference on Computer Vision and Pattern Recognition.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Chen, Dingfan and Yu, Ning and Fritz, Mario
(2022) RelaxLoss: Defending Membership Inference Attacks without Losing Utility.
In: The Tenth International Conference on Learning Representations.
Conference: ICLR International Conference on Learning Representations

Yu, Ning and Skripniuk, Vladislav and Chen, Dingfan and Davis, Larry S. and Fritz, Mario
(2022) Responsible Disclosure of Generative Models Using Scalable Fingerprinting.
In: The Tenth International Conference on Learning Representations, Virtual.
Conference: ICLR International Conference on Learning Representations

Rahimian, Shadi and Kerkouche, Raouf and Kurth, Ina and Fritz, Mario
(2022) Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data.
In: Conference on Health, Inference, and Learning, April 7-8, 2022, Virtual.
Conference: UNSPECIFIED

Hasan, Rakibul and Fritz, Mario
(2022) Understanding Utility and Privacy of Demographic Data in Education Technology by Causal Analysis and Adversarial-Censoring.
In: Privacy Enhancing Technologies.
Conference: PETS Privacy Enhancing Technologies Symposium (was International Workshop of Privacy Enhancing Technologies)

Rahimian, Shadi and Orekondy, Tribhuvanesh and Fritz, Mario
(2021) Differential Privacy Defenses and Sampling Attacks for Membership Inference.
In: 14th ACM Workshop on Artificial Intelligence and Security, co-located with the 28th ACM Conference on Computer and Communications Security.
Conference: AISec ACM Workshop on Artificial Intelligence and Security

Abdelnabi, Sahar and Fritz, Mario
(2021) "What's in the box?!": Deflecting Adversarial Attacks by Randomly Deploying Adversarially-Disjoint Models.
In: Moving Target Defense Workshop in conjuncture with CCS.
Conference: UNSPECIFIED

Yu, Ning and Skripniuk, Vladislav and Abdelnabi, Sahar and Fritz, Mario
(2021) Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data.
In: IEEE International Conference on Computer Vision (ICCV), 2021, Virtual.
Conference: ICCV IEEE International Conference on Computer Vision

Yu, Ning and Liu, Guilin and Dundar, Aysegul and Tao, Andrew and Catanzaro, Bryan and Davis, Larry and Fritz, Mario
(2021) Dual Contrastive Loss and Attention for GANs.
In: IEEE International Conference on Computer Vision (ICCV) 2021, Virtual.
Conference: ICCV IEEE International Conference on Computer Vision

Hajipour, Hossein and Malinowski, Mateusz and Fritz, Mario
(2021) IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis.
In: International Workshop on Machine Learning in Software Engineering in conjunction with ECML PKDD.
Conference: UNSPECIFIED

Hajipour, Hossein and Bhattacharyya, Apratim and Staicu, Cristian-Alexandru and Fritz, Mario
(2021) SampleFix: Learning to Generate Functionally Diverse Fixes.
In: International Workshop on Machine Learning in Software Engineering in conjuncture with ECML PKDD.
Conference: UNSPECIFIED

Hajipour, Hossein and Bhattacharyya, Apratim and Staicu, Cristian-Alexandru and Fritz, Mario
(2021) SampleFix: Learning to Generate Functionally Diverse Fixes.
In: 1st International Workshop on Machine Learning in Software Engineering, 17 Sep 2021.
Conference: UNSPECIFIED
(Submitted)

He, Yang and Yu, Ning and Keuper, Margret and Fritz, Mario
(2021) Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis.
In: 30th International Joint Conference on Artificial Intelligence (IJCAI).
Conference: IJCAI International Joint Conference on Artificial Intelligence

Wang, Hui-Po and Orekondy, Tribhuvanesh and Fritz, Mario
(2021) InfoScrub: Towards Attribute Privacy by Targeted Obfuscation.
In: 2021 IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision.
Conference: ECCV European Conference on Computer Vision

Böhle, Moritz and Fritz, Mario and Schiele, Bernt
(2021) Convolutional Dynamic Alignment Networks for Interpretable Classifications.
In: 34th IEEE Conference on Computer Vision and Pattern Recognition.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Bhattacharyya, Apratim and Reino, Daniel Olmeda and Fritz, Mario and Schiele, Bernt
(2021) Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers.
In: 34th IEEE Conference on Computer Vision and Pattern Recognition.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Wang, Hui-Po and Yu, Ning and Fritz, Mario
(2021) Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs.
In: 34th IEEE Conference on Computer Vision and Pattern Recognition.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Hanzlik, Lucjan and Zhang, Yang and Grosse, Kathrin and Salem, Ahmed and Augustin, Maximilian and Backes, Michael and Fritz, Mario
(2021) MLCapsule: Guarded Offline Deployment of Machine Learning as a Service.
In: 2021 IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision.
Conference: ECCV European Conference on Computer Vision

Abdelnabi, Sahar and Fritz, Mario
(2021) Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding.
In: 42nd IEEE Symposium on Security and Privacy (S&P'21), May 24-28, Virtual.
Conference: SP IEEE Symposium on Security and Privacy

Ke, Qiuhong and Fritz, Mario and Schiele, Bernt
(2021) Future Moment Assessment for Action Query.
In: IEEE Winter Conference on Applications of Computer Vision (WACV ’21).
Conference: WACV IEEE Workshop on Applications of Computer Vision

Hajipour, Hossein and Bhattacharyya, Apratim and Fritz, Mario
(2020) SampleFix: Learning to Correct Programs by Sampling Diverse Fixes.
In: NeurIPS Workshop on Computer-Assisted Programming.
Conference: ECCV European Conference on Computer Vision

Chen, Dingfan and Orekondy, Tribhuvanesh and Fritz, Mario
(2020) GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators.
In: 34th Conference on Neural Information Processing Systems (NeurIPS 2020).
Conference: NeurIPS Conference on Neural Information Processing Systems

Chen, Dingfan and Yu, Ning and Zhang, Yang and Fritz, Mario
(2020) GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models.
In: ACM Conference on Computer and Communications Security (CCS).
Conference: CCS ACM Conference on Computer and Communications Security

Abdelnabi, Sahar and Krombholz, Katharina and Fritz, Mario
(2020) VisualPhishNet: Zero-Day Phishing Website Detection by Visual Similarity.
In: ACM Conference on Computer and Communications Security (CCS).
Conference: CCS ACM Conference on Computer and Communications Security

Bhattacharyya, Apratim and Straehle, Christoph-Nikolas and Fritz, Mario and Schiele, Bernt
(2020) Haar Wavelet based Block Autoregressive Flows for Trajectories.
In: German Conference on Pattern Recognition (GCPR).
Conference: GCPR German Conference on Pattern Recognition

Sharma, Saurabh and Yu, Ning and Fritz, Mario and Schiele, Bernt
(2020) Long-Tailed Recognition Using Class-Balanced Experts.
In: German Conference on Pattern Recognition (GCPR).
Conference: GCPR German Conference on Pattern Recognition

Losch, Max and Fritz, Mario and Schiele, Bernt
(2020) Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations.
In: German Conference on Patter Recognition (GCPR).
Conference: GCPR German Conference on Pattern Recognition

Sattar, Hosnieh and Krombholz, Katharina and Pons-Moll, Gerard and Fritz, Mario
(2020) Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction.
In: Workshop on The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security CVCOPS at European Conference on Computer Vision (ECCV-W).
Conference: ECCV European Conference on Computer Vision

He, Yang and Schiele, Bernt and Fritz, Mario
(2020) Synthetic Convolutional Features for Improved Semantic Segmentation.
In: Workshop on Assistive Computer Vision and Robotics at European Conference on Computer Vision (ECCV-Workshop).
Conference: ACVR International Workshop on Assistive Computer Vision and Robotics

Yu, Ning and Li, Ke and Zhou, Peng and Malik, Jitendra and Davis, Larry S. and Fritz, Mario
(2020) Inclusive GAN: Improving Data and Minority Coverage in Generative Models.
In: European Conference on Computer Vision (ECCV).
Conference: ECCV European Conference on Computer Vision

He, Yang and Rahimian, Shadi and Schiele, Bernt and Fritz, Mario
(2020) Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation.
In: European Conference on Computer Vision (ECCV).
Conference: ECCV European Conference on Computer Vision

Shetty, Rakshith and Fritz, Mario and Schiele, Bernt
(2020) Towards Automated Testing and Robustification by Semantic Adversarial Data Generation.
In: European Conference on Computer Vision (ECCV).
Conference: ECCV European Conference on Computer Vision

Salem, Ahmed and Bhattacharya, Apratim and Backes, Michael and Fritz, Mario and Zhang, Yang
(2020) Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning.
In: USENIX Security Symposium.
Conference: USENIX-Security Usenix Security Symposium

Hajipour, Hossein and Malinowski, Mateusz and Fritz, Mario
(2020) IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis.
In: NeurIPS Workshop on Computer-Assisted Programming.
Conference: ECCV European Conference on Computer Vision

Bhattacharyya, Apratim and Mahajan, Shweta and Fritz, Mario and Schiele, Bernt and Roth, Stefan
(2020) Normalizing Flows with Multi-scale Autoregressive Priors.
In: IEEE Conference on Computer Vision and Pattern Recognition.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Agarwal, Vedika and Shetty, Rakshith and Fritz, Mario
(2020) Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing.
In: IEEE Conference on Computer Vision and Pattern Recognition.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Hasan, Rakibul and Crandall, David and Fritz, Mario and Kapadia, Apu
(2020) Automatically Detecting Bystanders in Photos to Reduce Privacy Risks.
In: IEEE Symposium on Security and Privacy (S&P).
Conference: SP IEEE Symposium on Security and Privacy

Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2020) Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks.
In: International Conference on Representation Learning (ICLR).
Conference: ICLR International Conference on Learning Representations

Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2020) Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks.
In: International Conference on Representation Learning (ICLR).
Conference: ICLR International Conference on Learning Representations

Yu, Ning and Davis, Larry and Fritz, Mario
(2019) Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints.
In: International Conference on Computer Vision (ICCV).
Conference: ICCV IEEE International Conference on Computer Vision

Maximov, Maxim and Leal-Taixe, Laura and Fritz, Mario and Ritschel, Tobias
(2019) Deep Appearance Maps.
In: International Conference on Computer Vision (ICCV).
Conference: ICCV IEEE International Conference on Computer Vision

Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2019) Knockoff Nets: Stealing Functionality of Black-Box Models.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Shetty, Rakshith and Schiele, Bernt and Fritz, Mario
(2019) Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Ke, Qiuhong and Fritz, Mario and Schiele, Bernt
(2019) Time-Conditioned Action Anticipation in One Shot.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Salem, Ahmed and Zhang, Yang and Humbert, Mathias and Berrang, Pascal and Fritz, Mario and Backes, Michael
(2019) ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
In: Annual Network and Distributed System Security Symposium.
Conference: NDSS Network and Distributed System Security Symposium

Bhattacharyya, Apratim and Fritz, Mario and Schiele, Bernt
(2019) Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods.
In: International Conference on Representation Learning (ICLR).
Conference: ICLR International Conference on Learning Representations

Sattar, Hosnieh and Pons-Moll, Gerard and Fritz, Mario
(2019) Fashion is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources.
In: IEEE Winter Conference on Applications of Computer Vision (WACV).
Conference: WACV IEEE Workshop on Applications of Computer Vision

Shetty, Rakshith and Fritz, Mario and Schiele, Bernt
(2018) Adversarial Scene Editing: Automatic Object Removal from Weak Supervision.
In: Conference on Neural Information Processing Systems.
Conference: NeurIPS Conference on Neural Information Processing Systems

Sun, Qianru and Tewari, Ayush and Xu, Weipeng and Fritz, Mario and Theobalt, Christian and Schiele, Bernt
(2018) A Hybrid Model for Identity Obfuscation by Face Replacement.
In: European Conference on Computer Vision.
Conference: ECCV European Conference on Computer Vision

He, Yang and Fritz, Mario and Schiele, Bernt
(2018) Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes.
In: European Conference on Computer Vision (ECCV).
Conference: ECCV European Conference on Computer Vision

Tretschk, Edgar and Oh, Seong Joon and Fritz, Mario
(2018) Sequential Attacks on Agents for Long-Term Adversarial Goals.
In: 2. ACM Computer Science in Cars Symposium -- Future Challenges in Artificial Intelligence & Security for Autonomous Vehicles.
Conference: CSCS ACM Computer Science in Cars Symposium
(In Press)

Shetty, Rakshith and Schiele, Bernt and Fritz, Mario
(2018) A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation.
In: 27th USENIX Security Symposium (USENIX Security 18).
Conference: USENIX-Security Usenix Security Symposium

Bhattacharyya, Apratim and Malinowski, Mateusz and Schiele, Bernt and Fritz, Mario
(2018) Long-Term Image Boundary Prediction.
In: Association for the Advancement of Artificial Intelligence (AAAI).
Conference: AAAI National Conference of the American Association for Artificial Intelligence

Bhattacharyya, Apratim and Schiele, Bernt and Fritz, Mario
(2018) Accurate and Diverse Sampling of Sequences Based on a “Best of Many” Sample Objective.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Wagner, Misha and Basevi, Hector and Shetty, Rakshith and Li, Wenbin and Malinowski, Mateusz and Fritz, Mario and Leonardis, Ales
(2018) Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions.
In: Visual Learning and Embodied Agents in Simulation Environments Workshop at European Conference on Computer Vision.
Conference: ECCV European Conference on Computer Vision

Orekondy, Tribhuvanesh and Fritz, Mario and Schiele, Bernt
(2018) Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Ma, Liqian and Sun, Qianru and Georgoulis, Stamatios and Gool, Luc Van and Schiele, Bernt and Fritz, Mario
(2018) Disentangled Person Image Generation.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Bhattacharyya, Apratim and Fritz, Mario and Schiele, Bernt
(2018) Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Sun, Qianru and Ma, Liqian and Oh, Seong Joon and Gool, Luc Van and Schiele, Bernt and Fritz, Mario
(2018) Natural and Effective Obfuscation by Head Inpainting.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Oh, Seong Joon and Augustin, Max and Schiele, Bernt and Fritz, Mario
(2018) Towards Reverse-Engineering Black-Box Neural Networks.
In: International Conference on Learning Representations (ICLR).
Conference: ICLR International Conference on Learning Representations

Sattar, Hosnieh and Bulling, Andreas and Fritz, Mario
(2017) Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling.
In: Mutual Benefits of Cognitive and Computer Vision Workshop at International Conference on Computer Vision (ICCV-W).

Sun, Qianru and Schiele, Bernt and Fritz, Mario
(2017) A Domain Based Approach to Social Relation Recognition.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Oh, Seong Joon and Benenson, Rodrigo and Khoreva, Anna and Akata, Zeynep and Fritz, Mario and Schiele, Bernt
(2017) Exploiting saliency for object segmentation from image level labels.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

He, Yang and Chiu, Wei-Chen and Keuper, Margret and Fritz, Mario
(2017) STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling.
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Oh, Seong Joon and Fritz, Mario and Schiele, Bernt
(2017) Adversarial Image Perturbation for Privacy Protection — A Game Theory Perspective.
In: IEEE International Conference on Computer Vision (ICCV), 2017.
Conference: ICCV IEEE International Conference on Computer Vision

Zhang, Xucong and Sugano, Yusuke and Fritz, Mario and Bulling, Andreas
(2017) It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation.
In: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops, Honolulu, HI, USA, July 21-26, 2017.

He, Yang and Keuper, Margret and Schiele, Bernt and Fritz, Mario
(2017) Learning Dilation Factors for Semantic Segmentation of Street Scenes.
In: Pattern Recognition - 39th German Conference, GCPR 2017, Basel, Switzerland, September 12-15, 2017, Proceedings.

Shetty, Rakshith and Rohrbach, Marcus and Hendricks, Lisa Anne and Fritz, Mario and Schiele, Bernt
(2017) Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training.
In: IEEE International Conference on Computer Vision (ICCV).
Conference: ICCV IEEE International Conference on Computer Vision

Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2017) Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images.
In: IEEE International Conference on Computer Vision (ICCV).
Conference: ICCV IEEE International Conference on Computer Vision

Li, Wenbin and Leonardis, Ales and Fritz, Mario
(2017) Visual stability prediction for robotic manipulation.
In: 2017 IEEE International Conference on Robotics and Automation, ICRA 2017, Singapore, Singapore, May 29 - June 3, 2017.

Georgoulis, Stamatios and Rematas, Konstantinos and Ritschel, Tobias and Fritz, Mario and Tuytelaars, Tinne and Gool, Luc Van
(2017) What is Around the Camera?
In: IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017.
Conference: ICCV IEEE International Conference on Computer Vision

Schiele, Bernt and Bhattacharjee, Bobby and Fritz, Mario and Aditya, Paarijaat and Druschel, Peter and Sen, Rijurekha and Oh, Seong Joon and Benenson, Rodrigo and Wu, Tong Tong
(2016) Demo: I-Pic: A Platform for Privacy-Compliant Image Capture.
In: Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services Companion (MobiSys '16).

Oh, Seong Joon and Benenson, Rodrigo and Fritz, Mario and Schiele, Bernt
(2016) Faceless Person Recognition: Privacy Implications in Social Media.
In: Computer Vision - ECCV 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part III.
Conference: ECCV European Conference on Computer Vision

Aditya, Paarijaat and Sen, Rijurekha and Druschel, Peter and Oh, Seong Joon and Benenson, Rodrigo and Fritz, Mario and Schiele, Bernt and Bhattacharjee, Bobby and Wu, Tong Tong
(2016) I-Pic: A Platform for Privacy-Compliant Image Capture.
In: Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services Companion (MobiSys '16).

Li, Wenbin and Fritz, Mario
(2016) Recognition of Ongoing Complex Activities by Sequence Prediction over a Hierarchical Label Space.
In: IEEE Winter Conference on Applications of Computer Vision (WACV).
Conference: WACV IEEE Workshop on Applications of Computer Vision

Rematas, Konstantinos and Ritschel, Tobias and Fritz, Mario and Gavves, Efstratios and Tuytelaars, Tinne
(2016) Deep Reflectance Maps.
In: 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Scheer, Jonas and Fritz, Mario and Grau, Oliver
(2016) Learning to Select Long-Track Features for Structure-From-Motion and Visual SLAM.
In: Pattern Recognition - 38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings.

Malinowski, Mateusz and Mokarian, Ashkan and Fritz, Mario
(2016) Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task.
In: Proceedings of the British Machine Vision Conference 2016, BMVC 2016, York, UK, September 19-22, 2016.

Akata, Zeynep and Malinowski, Mateusz and Fritz, Mario and Schiele, Bernt
(2016) Multi-cue Zero-Shot Learning with Strong Supervision.
In: 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Chiu, Wei-Chen and Galasso, Fabio and Fritz, Mario
(2016) Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles.
In: Computer Vision - ACCV 2016 - 13th Asian Conference on Computer Vision, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part V.

Sharma, Abhishek and Grau, Oliver and Fritz, Mario
(2016) VConv-DAE: Deep Volumetric Shape Learning Without Object Labels.
In: Computer Vision - ECCV 2016 Workshops - Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part III.

Chowdhury, Sreyasi Nag and Malinowski, Mateusz and Bulling, Andreas and Fritz, Mario
(2016) Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries.
In: Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016.

Zhang, Xucong and Sugano, Yusuke and Fritz, Mario and Bulling, Andreas
(2015) Appearance-based gaze estimation in the wild.
In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Malinowski, Mateusz and Rohrbach, Marcus and Fritz, Mario
(2015) Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images.
In: 2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015.
Conference: ICCV IEEE International Conference on Computer Vision

Seiter, Julia and Wei-Chen, Chiu and Fritz, Mario and Amft, Oliver and Tröster, Gerhard
(2015) Joint segmentation and activity discovery using semantic and temporal priors.
In: 2015 IEEE International Conference on Pervasive Computing and Communications, PerCom 2015, St. Louis, MO, USA, 23-27 March, 2015.
Conference: PERCOM IEEE International Conference on Pervasive Computing and Communications

Oh, Seong Joon and Benenson, Rodrigo and Fritz, Mario and Schiele, Bernt
(2015) Person Recognition in Personal Photo Collections.
In: 2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015.
Conference: ICCV IEEE International Conference on Computer Vision

Sattar, Hosnieh and Müller, Sabine and Fritz, Mario and Bulling, Andreas
(2015) Prediction of search targets from fixations in open-world settings.
In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Wei-Chen, Walon and Fritz, Mario
(2015) See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG.
In: 2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015.
Conference: ICCV IEEE International Conference on Computer Vision

Li, Wenbin and Fritz, Mario
(2015) Teaching robots the use of human tools from demonstration with non-dexterous end-effectors.
In: 15th IEEE-RAS International Conference on Humanoid Robots, Humanoids 2015, Seoul, South Korea, November 3-5, 2015.

Simkin, Mark and Schröder, Dominique and Bulling, Andreas and Fritz, Mario
(2014) Bridging the Gap Between Digital Cryptography and the Physical World.
In: European Symposium on Research in Computer Security (ESORICS).
Conference: ESORICS European Symposium On Research In Computer Security

Simkin, Mark and Schröder, Dominique and Bulling, Andreas and Fritz, Mario
(2014) Ubic: Bridging the Gap between Digital Cryptography and the Physical World.
In: Computer Security - ESORICS 2014 - 19th European Symposium on Research in Computer Security, Wroclaw, Poland, September 7-11, 2014. Proceedings, Part I.
Conference: ESORICS European Symposium On Research In Computer Security

Karayev, Sergey and Fritz, Mario and Darrell, Trevor
(2014) Anytime Recognition of Objects and Scenes.
In: 2014 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, USA, June 23-28, 2014.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Rematas, Konstantinos and Ritschel, Tobias and Fritz, Mario and Tuytelaars, Tinne
(2014) Image-Based Synthesis and Re-synthesis of Viewpoints Guided by 3D Models.
In: 2014 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, USA, June 23-28, 2014.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Malinowski, Mateusz and Fritz, Mario
(2014) A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input.
In: Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada.
Conference: NeurIPS Conference on Neural Information Processing Systems

Wei-Chen, Walon and Johnson, Gregory and McCulley, Daniel and Grau, Oliver and Fritz, Mario
(2014) Object Disambiguation for Augmented Reality Applications.
In: British Machine Vision Conference, BMVC 2014, Nottingham, UK, September 1-5, 2014.

Malinowski, Mateusz and Fritz, Mario
(2013) Learning Smooth Pooling Regions for Visual Recognition.
In: British Machine Vision Conference, BMVC 2013, Bristol, UK, September 9-13, 2013.

Wei-Chen, Walon and Fritz, Mario
(2013) Multi-class Video Co-segmentation with a Generative Multi-video Model.
In: 2013 IEEE Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Levinkov, Evgeny and Fritz, Mario
(2013) Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling.
In: IEEE International Conference on Computer Vision, ICCV 2013, Sydney, Australia, December 1-8, 2013.
Conference: ICCV IEEE International Conference on Computer Vision

Ebert, Sandra and Fritz, Mario and Schiele, Bernt
(2012) Active Metric Learning for Object Recognition.
In: Pattern Recognition - Joint 34th DAGM and 36th OAGM Symposium, Graz, Austria, August 28-31, 2012. Proceedings.

Rematas, Konstantinos and Fritz, Mario and Tuytelaars, Tinne
(2012) The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image.
In: Computer Vision - ACCV 2012 - 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part I.

Ebert, Sandra and Fritz, Mario and Schiele, Bernt
(2012) RALF: A reinforced active learning formulation for object class recognition.
In: 2012 IEEE Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Li, Wenbin and Fritz, Mario
(2012) Recognizing Materials from Virtual Examples.
In: Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part IV.
Conference: ECCV European Conference on Computer Vision

Ebert, Sandra and Fritz, Mario and Schiele, Bernt
(2012) Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets.
In: Computer Vision - ACCV 2012 - 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part I.

Song, Hyun Oh and Zickler, Stefan and Althoff, Tim and Girshick, Ross B. and Fritz, Mario and Geyer, Christopher and Felzenszwalb, Pedro F. and Darrell, Trevor
(2012) Sparselet Models for Efficient Multiclass Object Detection.
In: Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part II.
Conference: ECCV European Conference on Computer Vision

Karayev, Sergey and Baumgartner, Tobias and Fritz, Mario and Darrell, Trevor
(2012) Timely Object Recognition.
In: 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..
Conference: NeurIPS Conference on Neural Information Processing Systems

Wei-Chen, Walon and Blanke, Ulf and Fritz, Mario
(2011) I spy with my little eye: Learning optimal filters for cross-modal stereo under projected patterns.
In: IEEE International Conference on Computer Vision Workshops, ICCV 2011 Workshops, Barcelona, Spain, November 6-13, 2011.

Wei-Chen, Walon and Blanke, Ulf and Fritz, Mario
(2011) Improving the Kinect by Cross-Modal Stereo.
In: British Machine Vision Conference, BMVC 2011, Dundee, UK, August 29 - September 2, 2011. Proceedings.

Tuytelaars, Tinne and Fritz, Mario and Saenko, Kate and Darrell, Trevor
(2011) The NBNN kernel.
In: IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011.
Conference: ICCV IEEE International Conference on Computer Vision

Miller, Stephen and Fritz, Mario and Darrell, Trevor and Abbeel, Pieter
(2011) Parametrized shape models for clothing.
In: IEEE International Conference on Robotics and Automation, ICRA 2011, Shanghai, China, 9-13 May 2011.

Wang, Ping Chuan and Miller, Stephen and Fritz, Mario and Darrell, Trevor and Abbeel, Pieter
(2011) Perception for the manipulation of socks.
In: 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2011, San Francisco, CA, USA, September 25-30, 2011.
Conference: IROS IEEE/RSJ International Conference on Intelligent Robots and Systems

Ebert, Sandra and Fritz, Mario and Schiele, Bernt
(2011) Pick Your Neighborhood - Improving Labels and Neighborhood Structure for Label Propagation.
In: Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31 - September 2, 2011. Proceedings.

Saenko, Kate and Karayev, Sergey and Jia, Yangqing and Shyr, Alex and Janoch, Allison and Long, Jonathan and Fritz, Mario and Darrell, Trevor
(2011) Practical 3-D object detection using category and instance-level appearance models.
In: 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2011, San Francisco, CA, USA, September 25-30, 2011.
Conference: IROS IEEE/RSJ International Conference on Intelligent Robots and Systems

Song, Hyun Oh and Fritz, Mario and Gu, Chunhui and Darrell, Trevor
(2011) Visual grasp affordances from appearance-based cues.
In: IEEE International Conference on Computer Vision Workshops, ICCV 2011 Workshops, Barcelona, Spain, November 6-13, 2011.

Janoch, Allison and Karayev, Sergey and Jia, Yangqing and Barron, Jonathan T. and Fritz, Mario and Saenko, Kate and Darrell, Trevor
(2011) A category-level 3-D object dataset: Putting the Kinect to work.
In: IEEE International Conference on Computer Vision Workshops, ICCV 2011 Workshops, Barcelona, Spain, November 6-13, 2011.

Karayev, Sergey and Fritz, Mario and Fidler, Sanja and Darrell, Trevor
(2011) A probabilistic model for recursive factorized image features.
In: The 24th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, CO, USA, 20-25 June 2011.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Article

Losch, Max and Fritz, Mario and Schiele, Bernt
(2021) Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations.
International Journal of Computer Vision (IJCV). ISSN 1573-1405

Oestreich, Marie and Chen, Dingfan and Schultze, Joachim L. and Fritz, Mario and Becker, Matthias
(2021) Privacy considerations for sharing genomics data.
EXCLI Journal Eperimental and Clinical Sciences, 20. pp. 1243-1260. ISSN 1611-2156

Sattara, Hosnieh and Fritz, Mario and Bulling, Andreas
(2020) Deep gaze pooling: Inferring and visually decoding search intents from human gaze fixations.
Neurocomputing, 387. pp. 369-382. ISSN 0925-2312

Oh, Seong Joon and Benenson, Rodrigo and Fritz, Mario and Schiele, Bernt
(2020) Person Recognition in Personal Photo Collections.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 42 (1). pp. 203-220.

Zhang, Xucong and Sugano, Yusuke and Fritz, Mario and Bulling, Andreas
(2019) MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation.
Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Azimi, Seyedmajid and Britz, Dominik and Engstler, Michael and Fritz, Mario and Mücklich, Frank
(2018) Advanced Steel Microstructural Classification by Deep Learning Methods.
Scientific Reports, 8. ISSN 2045-2322

Zhang, Xucong and Sugano, Yusuke and Fritz, Mario and Bulling, Andreas
(2018) MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation.
Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Georgoulis, Stamatios and Rematas, Konstantinos and Ritschel, Tobias and Gavves, Efstratios and Fritz, Mario and Gool, Luc Van and Tuytelaars, Tinne
(2018) Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning.
Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 40 (8). pp. 1932-1947. ISSN 0162-8828

Shetty, Rakshith and Schiele, Bernt and Fritz, Mario
(2017) A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation.
CoRR, abs/17.

Li, Wenbin and Bohg, Jeannette and Fritz, Mario
(2017) Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning.
CoRR, abs/17.

Azimi, Seyedmajid and Britz, Dominik and Engstler, Michael and Fritz, Mario and Mücklich, Frank
(2017) Advanced Steel Microstructure Classification by Deep Learning Methods.
CoRR, abs/17.

Oh, Seong Joon and Fritz, Mario and Schiele, Bernt
(2017) Adversarial Image Perturbation for Privacy Protection - A Game Theory Perspective.
CoRR, abs/17.

Malinowski, Mateusz and Rohrbach, Marcus and Fritz, Mario
(2017) Ask Your Neurons: A Deep Learning Approach to Visual Question Answering.
International Journal of Computer Vision, 125 (1-3). pp. 110-135.

Sun, Qianru and Schiele, Bernt and Fritz, Mario
(2017) A Domain Based Approach to Social Relation Recognition.
CoRR, abs/17.

Oh, Seong Joon and Benenson, Rodrigo and Khoreva, Anna and Akata, Zeynep and Fritz, Mario and Schiele, Bernt
(2017) Exploiting saliency for object segmentation from image level labels.
CoRR, abs/17.

He, Yang and Keuper, Margret and Schiele, Bernt and Fritz, Mario
(2017) Learning Dilation Factors for Semantic Segmentation of Street Scenes.
CoRR, abs/17.

Bhattacharyya, Apratim and Fritz, Mario and Schiele, Bernt
(2017) Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty.
CoRR, abs/17.

Zhang, Xucong and Sugano, Yusuke and Fritz, Mario and Bulling, Andreas
(2017) MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation.
CoRR, abs/17.

Rematas, Konstantinos and Nguyen, Chuong H. and Ritschel, Tobias and Fritz, Mario and Tuytelaars, Tinne
(2017) Novel Views of Objects from a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 39 (8). pp. 1576-1590.

Oh, Seong Joon and Benenson, Rodrigo and Fritz, Mario and Schiele, Bernt
(2017) Person Recognition in Social Media Photos.
CoRR, abs/17.

Shetty, Rakshith and Rohrbach, Marcus and Hendricks, Lisa Anne and Fritz, Mario and Schiele, Bernt
(2017) Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training.
CoRR, abs/17.

Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2017) Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images.
CoRR, abs/17.

Sattar, Hosnieh and Fritz, Mario and Bulling, Andreas
(2017) Visual Decoding of Targets During Visual Search From Human Eye Fixations.
CoRR, abs/17.

Malinowski, Mateusz and Rohrbach, Marcus and Fritz, Mario
(2016) Ask Your Neurons: A Deep Learning Approach to Visual Question Answering.
CoRR, abs/16.

Chowdhury, Sreyasi Nag and Malinowski, Mateusz and Bulling, Andreas and Fritz, Mario
(2016) Contextual Media Retrieval Using Natural Language Queries.
CoRR, abs/16.

Georgoulis, Stamatios and Rematas, Konstantinos and Ritschel, Tobias and Fritz, Mario and Gool, Luc J. Van and Tuytelaars, Tinne
(2016) DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination.
CoRR, abs/16.

Oh, Seong Joon and Benenson, Rodrigo and Fritz, Mario and Schiele, Bernt
(2016) Faceless Person Recognition; Privacy Implications in Social Media.
CoRR, abs/16.

Zhang, Xucong and Sugano, Yusuke and Fritz, Mario and Bulling, Andreas
(2016) It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation.
CoRR, abs/16.

Song, Hyun Oh and Fritz, Mario and Göhring, Daniel and Darrell, Trevor
(2016) Learning to Detect Visual Grasp Affordance.
IEEE Trans. Automation Science and Engineering, 13 (2). pp. 798-809.

Bhattacharyya, Apratim and Malinowski, Mateusz and Schiele, Bernt and Fritz, Mario
(2016) Long-Term Image Boundary Extrapolation.
CoRR, abs/16.

Mokarian, Ashkan and Malinowski, Mateusz and Fritz, Mario
(2016) Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task.
CoRR, abs/16.

Akata, Zeynep and Malinowski, Mateusz and Fritz, Mario and Schiele, Bernt
(2016) Multi-Cue Zero-Shot Learning with Strong Supervision.
CoRR, abs/16.

Georgoulis, Stamatios and Rematas, Konstantinos and Ritschel, Tobias and Fritz, Mario and Tuytelaars, Tinne and Gool, Luc Van
(2016) Natural Illumination from Multiple Materials Using Deep Learning.
CoRR, abs/16.

Rematas, Konstantinos and Nguyen, Chuong H. and Ritschel, Tobias and Fritz, Mario and Tuytelaars, Tinne
(2016) Novel Views of Objects from a Single Image.
CoRR, abs/16.

Sattar, Hosnieh and Bulling, Andreas and Fritz, Mario
(2016) Predicting the Category and Attributes of Mental Pictures Using Deep Gaze Pooling.
CoRR, abs/16.

He, Yang and Chiu, Wei-Chen and Keuper, Margret and Fritz, Mario
(2016) RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling.
CoRR, abs/16.

Bhattacharyya, Apratim and Malinowski, Mateusz and Fritz, Mario
(2016) Spatio-Temporal Image Boundary Extrapolation.
CoRR, abs/16.

Li, Wenbin and Azimi, Seyedmajid and Leonardis, Ales and Fritz, Mario
(2016) To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction.
CoRR, abs/16.

Chiu, Wei-Chen and Galasso, Fabio and Fritz, Mario
(2016) Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles.
CoRR, abs/16.

Malinowski, Mateusz and Fritz, Mario
(2016) Tutorial on Answering Questions about Images with Deep Learning.
CoRR, abs/16.

Sharma, Abhishek and Grau, Oliver and Fritz, Mario
(2016) VConv-DAE: Deep Volumetric Shape Learning Without Object Labels.
CoRR, abs/16.

Li, Wenbin and Leonardis, Ales and Fritz, Mario
(2016) Visual Stability Prediction and Its Application to Manipulation.
CoRR, abs/16.

Zhang, Xucong and Sugano, Yusuke and Fritz, Mario and Bulling, Andreas
(2015) Appearance-Based Gaze Estimation in the Wild.
CoRR, abs/15.

Malinowski, Mateusz and Rohrbach, Marcus and Fritz, Mario
(2015) Ask Your Neurons: A Neural-based Approach to Answering Questions about Images.
CoRR, abs/15.

Rematas, Konstantinos and Ritschel, Tobias and Fritz, Mario and Gavves, Efstratios and Tuytelaars, Tinne
(2015) Deep Reflectance Maps.
CoRR, abs/15.

Shcherbatyi, Iaroslav and Bulling, Andreas and Fritz, Mario
(2015) GazeDPM: Early Integration of Gaze Information in Deformable Part Models.
CoRR, abs/15.

Malinowski, Mateusz and Fritz, Mario
(2015) Hard to Cheat: A Turing Test based on Answering Questions about Images.
CoRR, abs/15.

Oh, Seong Joon and Benenson, Rodrigo and Fritz, Mario and Schiele, Bernt
(2015) Person Recognition in Personal Photo Collections.
CoRR, abs/15.

Sattar, Hosnieh and Müller, Sabine and Fritz, Mario and Bulling, Andreas
(2015) Prediction of search targets from fixations in open-world settings.
CoRR, abs/15.

Wei-Chen, Walon and Fritz, Mario
(2015) See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG.
CoRR, abs/15.

Li, Wenbin and Fritz, Mario
(2014) Learning Multi-Scale Representations for Material Classification.
CoRR, abs/14.

Malinowski, Mateusz and Fritz, Mario
(2014) A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input.
CoRR, abs/14.

Malinowski, Mateusz and Fritz, Mario
(2014) A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation.
CoRR, abs/14.

Malinowski, Mateusz and Fritz, Mario
(2014) Towards a Visual Turing Challenge.
CoRR, abs/14.

Malinowski, Mateusz and Fritz, Mario
(2013) Learnable Pooling Regions for Image Classification.
CoRR, abs/13.

Miller, Stephen and van den Berg, Jur and Fritz, Mario and Darrell, Trevor and Goldberg, Kenneth Y. and Abbeel, Pieter
(2012) A geometric approach to robotic laundry folding.
I. J. Robotics Res., 31 (2). pp. 249-267.

Book Section

Oh, Seong Joon and Schiele, Bernt and Fritz, Mario
(2019) Towards Reverse-Engineering Black-Box Neural Networks.
In: Explainable AI: Interpreting, Explaining and Visualizing Deep Learning. Springer, pp. 121-144. ISBN 978-3-030-28953-9

Janoch, Allison and Karayev, Sergey and Jia, Yangqing and Barron, Jonathan T. and Fritz, Mario and Saenko, Kate and Darrell, Trevor
(2013) A Category-Level 3D Object Dataset: Putting the Kinect to Work.
In: Consumer Depth Cameras for Computer Vision, Research Topics and Applications. UNSPECIFIED, pp. 141-165.

Book

Hof, Hans-Joachim and Fritz, Mario and Krauss, Christoph and Wasenmüller, Oliver
(2019) ACM Computer Science in Cars Symposium.
Association for Computing Machinery, Kaiserslautern, Germany. ISBN 978-1-4503-7004-2

Brox, Thomas and Bruhn, Andrés and Fritz, Mario
(2019) Pattern Recognition - 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings.
Lecture Notes in Computer Science, 11269 . Springer. ISBN 978-3-030-12938-5

Monograph

Maximov, Maxim and Ritschel, Tobias and Fritz, Mario
(2018) Deep Appearance Maps.
Technical Report. UNSPECIFIED.

Sun, Qianru and Tewari, Ayush and Xu, Weipeng and Fritz, Mario and Theobalt, Christian and Schiele, Bernt
(2018) A Hybrid Model for Identity Obfuscation by Face Replacement.
Technical Report. UNSPECIFIED.

Oh, Seong Joon and Fritz, Mario and Schiele, Bernt
(2017) Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective.
Technical Report. UNSPECIFIED.

Shetty, Rakshith and Rohrbach, Marcus and Hendricks, Lisa Anne and Fritz, Mario and Schiele, Bernt
(2017) Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training.
Technical Report. UNSPECIFIED.

Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2017) Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images.
Technical Report. UNSPECIFIED.

Shetty, Rakshith and Schiele, Bernt and Fritz, Mario
(2017) A4NT : Author Attribute Anonymity by Adversarial Training of Neural Machine Translation.
Technical Report. arXiv.

Orekondy, Tribhuvanesh and Fritz, Mario and Schiele, Bernt
(2017) Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images.
Technical Report. arXiv.

Ma, Liqian and Sun, Qianru and Georgoulis, Stamatios and Gool, Luc Van and Schiele, Bernt and Fritz, Mario
(2017) Disentangled Person Image Generation.
Technical Report. arXiv.

Sun, Qianru and Ma, Liqian and Oh, Seong Joon and Gool, Luc Van and Schiele, Bernt and Fritz, Mario
(2017) Natural and Effective Obfuscation by Head Inpainting.
Technical Report. arXiv.

Oh, Seong Joon and Augustin, Max and Schiele, Bernt and Fritz, Mario
(2017) Whitening Black-Box Neural Networks.
Technical Report. arXiv.

Sattar, Hosnieh and Bulling, Andreas and Fritz, Mario
(2016) Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling.
Technical Report. UNSPECIFIED.

Other

Yu, Ning and Skripniuk, Vladislav and Abdelnabi, Sahar and Fritz, Mario
(2020) Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data.
UNSPECIFIED
.

Hanzlik, Lucjan and Zhang, Yang and Grosse, Kathrin and Salem, Ahmed and Augustin, Max and Backes, Michael and Fritz, Mario
(2018) MLCapsule: Guarded Offline Deployment of Machine Learning as a Service.
arXiv
.

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