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 Press)
Lorenz, Tobias and Kwiatkowska, Marta and Fritz, Mario
(2023)
Certifiers Make Neural Networks Vulnerable to Availability Attacks.
(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 Press)
Abdelnabi, Sahar and Fritz, Mario
(2023)
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems.
(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.
Chen, Dingfan and Kerkouche, Raouf and Fritz, Mario
(2022)
Private Set Generation with Discriminative Information.
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.
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.
Böhle, Moritz and Fritz, Mario and Schiele, Bernt
(2022)
B-Cos Networks: Alignment Is All We Need for Interpretability.
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.
Chen, Dingfan and Yu, Ning and Fritz, Mario
(2022)
RelaxLoss: Defending Membership Inference Attacks without Losing Utility.
Yu, Ning and Skripniuk, Vladislav and Chen, Dingfan and Davis, Larry S. and Fritz, Mario
(2022)
Responsible Disclosure of Generative Models Using Scalable Fingerprinting.
Rahimian, Shadi and Kerkouche, Raouf and Kurth, Ina and Fritz, Mario
(2022)
Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data.
Hasan, Rakibul and Fritz, Mario
(2022)
Understanding Utility and Privacy of Demographic Data in Education Technology by Causal Analysis and Adversarial-Censoring.
Rahimian, Shadi and Orekondy, Tribhuvanesh and Fritz, Mario
(2021)
Differential Privacy Defenses and Sampling Attacks for Membership Inference.
Abdelnabi, Sahar and Fritz, Mario
(2021)
"What's in the box?!": Deflecting Adversarial Attacks by Randomly Deploying Adversarially-Disjoint Models.
Yu, Ning and Skripniuk, Vladislav and Abdelnabi, Sahar and Fritz, Mario
(2021)
Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data.
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.
Hajipour, Hossein and Malinowski, Mateusz and Fritz, Mario
(2021)
IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis.
Hajipour, Hossein and Bhattacharyya, Apratim and Staicu, Cristian-Alexandru and Fritz, Mario
(2021)
SampleFix: Learning to Generate Functionally Diverse Fixes.
Hajipour, Hossein and Bhattacharyya, Apratim and Staicu, Cristian-Alexandru and Fritz, Mario
(2021)
SampleFix: Learning to Generate Functionally Diverse Fixes.
(Submitted)
He, Yang and Yu, Ning and Keuper, Margret and Fritz, Mario
(2021)
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis.
Wang, Hui-Po and Orekondy, Tribhuvanesh and Fritz, Mario
(2021)
InfoScrub: Towards Attribute Privacy by Targeted Obfuscation.
Böhle, Moritz and Fritz, Mario and Schiele, Bernt
(2021)
Convolutional Dynamic Alignment Networks for Interpretable Classifications.
Bhattacharyya, Apratim and Reino, Daniel Olmeda and Fritz, Mario and Schiele, Bernt
(2021)
Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers.
Wang, Hui-Po and Yu, Ning and Fritz, Mario
(2021)
Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs.
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.
Abdelnabi, Sahar and Fritz, Mario
(2021)
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding.
Ke, Qiuhong and Fritz, Mario and Schiele, Bernt
(2021)
Future Moment Assessment for Action Query.
Hajipour, Hossein and Bhattacharyya, Apratim and Fritz, Mario
(2020)
SampleFix: Learning to Correct Programs by Sampling Diverse Fixes.
Chen, Dingfan and Orekondy, Tribhuvanesh and Fritz, Mario
(2020)
GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators.
Chen, Dingfan and Yu, Ning and Zhang, Yang and Fritz, Mario
(2020)
GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models.
Abdelnabi, Sahar and Krombholz, Katharina and Fritz, Mario
(2020)
VisualPhishNet: Zero-Day Phishing Website Detection by Visual Similarity.
Bhattacharyya, Apratim and Straehle, Christoph-Nikolas and Fritz, Mario and Schiele, Bernt
(2020)
Haar Wavelet based Block Autoregressive Flows for Trajectories.
Sharma, Saurabh and Yu, Ning and Fritz, Mario and Schiele, Bernt
(2020)
Long-Tailed Recognition Using Class-Balanced Experts.
Losch, Max and Fritz, Mario and Schiele, Bernt
(2020)
Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations.
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.
He, Yang and Schiele, Bernt and Fritz, Mario
(2020)
Synthetic Convolutional Features for Improved Semantic Segmentation.
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.
He, Yang and Rahimian, Shadi and Schiele, Bernt and Fritz, Mario
(2020)
Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation.
Shetty, Rakshith and Fritz, Mario and Schiele, Bernt
(2020)
Towards Automated Testing and Robustification by Semantic Adversarial Data Generation.
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.
Hajipour, Hossein and Malinowski, Mateusz and Fritz, Mario
(2020)
IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis.
Bhattacharyya, Apratim and Mahajan, Shweta and Fritz, Mario and Schiele, Bernt and Roth, Stefan
(2020)
Normalizing Flows with Multi-scale Autoregressive Priors.
Agarwal, Vedika and Shetty, Rakshith and Fritz, Mario
(2020)
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing.
Hasan, Rakibul and Crandall, David and Fritz, Mario and Kapadia, Apu
(2020)
Automatically Detecting Bystanders in Photos to Reduce Privacy Risks.
Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2020)
Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks.
Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2020)
Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks.
Yu, Ning and Davis, Larry and Fritz, Mario
(2019)
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints.
Maximov, Maxim and Leal-Taixe, Laura and Fritz, Mario and Ritschel, Tobias
(2019)
Deep Appearance Maps.
Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2019)
Knockoff Nets: Stealing Functionality of Black-Box Models.
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.
Ke, Qiuhong and Fritz, Mario and Schiele, Bernt
(2019)
Time-Conditioned Action Anticipation in One Shot.
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.
Bhattacharyya, Apratim and Fritz, Mario and Schiele, Bernt
(2019)
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods.
Sattar, Hosnieh and Pons-Moll, Gerard and Fritz, Mario
(2019)
Fashion is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources.
Shetty, Rakshith and Fritz, Mario and Schiele, Bernt
(2018)
Adversarial Scene Editing: Automatic Object Removal from Weak Supervision.
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.
He, Yang and Fritz, Mario and Schiele, Bernt
(2018)
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes.
Tretschk, Edgar and Oh, Seong Joon and Fritz, Mario
(2018)
Sequential Attacks on Agents for Long-Term Adversarial Goals.
(In Press)
Shetty, Rakshith and Schiele, Bernt and Fritz, Mario
(2018)
A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation.
Bhattacharyya, Apratim and Malinowski, Mateusz and Schiele, Bernt and Fritz, Mario
(2018)
Long-Term Image Boundary Prediction.
Bhattacharyya, Apratim and Schiele, Bernt and Fritz, Mario
(2018)
Accurate and Diverse Sampling of Sequences Based on a “Best of Many” Sample Objective.
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.
Orekondy, Tribhuvanesh and Fritz, Mario and Schiele, Bernt
(2018)
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images.
Ma, Liqian and Sun, Qianru and Georgoulis, Stamatios and Gool, Luc Van and Schiele, Bernt and Fritz, Mario
(2018)
Disentangled Person Image Generation.
Bhattacharyya, Apratim and Fritz, Mario and Schiele, Bernt
(2018)
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty.
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.
Oh, Seong Joon and Augustin, Max and Schiele, Bernt and Fritz, Mario
(2018)
Towards Reverse-Engineering Black-Box Neural Networks.
Sattar, Hosnieh and Bulling, Andreas and Fritz, Mario
(2017)
Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling.
Sun, Qianru and Schiele, Bernt and Fritz, Mario
(2017)
A Domain Based Approach to Social Relation 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.
He, Yang and Chiu, Wei-Chen and Keuper, Margret and Fritz, Mario
(2017)
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling.
Oh, Seong Joon and Fritz, Mario and Schiele, Bernt
(2017)
Adversarial Image Perturbation for Privacy Protection — A Game Theory Perspective.
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.
He, Yang and Keuper, Margret and Schiele, Bernt and Fritz, Mario
(2017)
Learning Dilation Factors for Semantic Segmentation of Street Scenes.
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.
Orekondy, Tribhuvanesh and Schiele, Bernt and Fritz, Mario
(2017)
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images.
Li, Wenbin and Leonardis, Ales and Fritz, Mario
(2017)
Visual stability prediction for robotic manipulation.
Georgoulis, Stamatios and Rematas, Konstantinos and Ritschel, Tobias and Fritz, Mario and Tuytelaars, Tinne and Gool, Luc Van
(2017)
What is Around the Camera?
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.
Oh, Seong Joon and Benenson, Rodrigo and Fritz, Mario and Schiele, Bernt
(2016)
Faceless Person Recognition: Privacy Implications in Social Media.
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.
Li, Wenbin and Fritz, Mario
(2016)
Recognition of Ongoing Complex Activities by Sequence Prediction over a Hierarchical Label Space.
Rematas, Konstantinos and Ritschel, Tobias and Fritz, Mario and Gavves, Efstratios and Tuytelaars, Tinne
(2016)
Deep Reflectance Maps.
Scheer, Jonas and Fritz, Mario and Grau, Oliver
(2016)
Learning to Select Long-Track Features for Structure-From-Motion and Visual SLAM.
Malinowski, Mateusz and Mokarian, Ashkan and Fritz, Mario
(2016)
Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task.
Akata, Zeynep and Malinowski, Mateusz and Fritz, Mario and Schiele, Bernt
(2016)
Multi-cue Zero-Shot Learning with Strong Supervision.
Chiu, Wei-Chen and Galasso, Fabio and Fritz, Mario
(2016)
Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles.
Sharma, Abhishek and Grau, Oliver and Fritz, Mario
(2016)
VConv-DAE: Deep Volumetric Shape Learning Without Object Labels.
Chowdhury, Sreyasi Nag and Malinowski, Mateusz and Bulling, Andreas and Fritz, Mario
(2016)
Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries.
Zhang, Xucong and Sugano, Yusuke and Fritz, Mario and Bulling, Andreas
(2015)
Appearance-based gaze estimation in the wild.
Malinowski, Mateusz and Rohrbach, Marcus and Fritz, Mario
(2015)
Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images.
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.
Oh, Seong Joon and Benenson, Rodrigo and Fritz, Mario and Schiele, Bernt
(2015)
Person Recognition in Personal Photo Collections.
Sattar, Hosnieh and Müller, Sabine and Fritz, Mario and Bulling, Andreas
(2015)
Prediction of search targets from fixations in open-world settings.
Wei-Chen, Walon and Fritz, Mario
(2015)
See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG.
Li, Wenbin and Fritz, Mario
(2015)
Teaching robots the use of human tools from demonstration with non-dexterous end-effectors.
Simkin, Mark and Schröder, Dominique and Bulling, Andreas and Fritz, Mario
(2014)
Bridging the Gap Between Digital Cryptography and the Physical World.
Simkin, Mark and Schröder, Dominique and Bulling, Andreas and Fritz, Mario
(2014)
Ubic: Bridging the Gap between Digital Cryptography and the Physical World.
Karayev, Sergey and Fritz, Mario and Darrell, Trevor
(2014)
Anytime Recognition of Objects and Scenes.
Rematas, Konstantinos and Ritschel, Tobias and Fritz, Mario and Tuytelaars, Tinne
(2014)
Image-Based Synthesis and Re-synthesis of Viewpoints Guided by 3D Models.
Malinowski, Mateusz and Fritz, Mario
(2014)
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input.
Wei-Chen, Walon and Johnson, Gregory and McCulley, Daniel and Grau, Oliver and Fritz, Mario
(2014)
Object Disambiguation for Augmented Reality Applications.
Malinowski, Mateusz and Fritz, Mario
(2013)
Learning Smooth Pooling Regions for Visual Recognition.
Wei-Chen, Walon and Fritz, Mario
(2013)
Multi-class Video Co-segmentation with a Generative Multi-video Model.
Levinkov, Evgeny and Fritz, Mario
(2013)
Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling.
Ebert, Sandra and Fritz, Mario and Schiele, Bernt
(2012)
Active Metric Learning for Object Recognition.
Rematas, Konstantinos and Fritz, Mario and Tuytelaars, Tinne
(2012)
The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image.
Ebert, Sandra and Fritz, Mario and Schiele, Bernt
(2012)
RALF: A reinforced active learning formulation for object class recognition.
Li, Wenbin and Fritz, Mario
(2012)
Recognizing Materials from Virtual Examples.
Ebert, Sandra and Fritz, Mario and Schiele, Bernt
(2012)
Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets.
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.
Karayev, Sergey and Baumgartner, Tobias and Fritz, Mario and Darrell, Trevor
(2012)
Timely Object Recognition.
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.
Wei-Chen, Walon and Blanke, Ulf and Fritz, Mario
(2011)
Improving the Kinect by Cross-Modal Stereo.
Tuytelaars, Tinne and Fritz, Mario and Saenko, Kate and Darrell, Trevor
(2011)
The NBNN kernel.
Miller, Stephen and Fritz, Mario and Darrell, Trevor and Abbeel, Pieter
(2011)
Parametrized shape models for clothing.
Wang, Ping Chuan and Miller, Stephen and Fritz, Mario and Darrell, Trevor and Abbeel, Pieter
(2011)
Perception for the manipulation of socks.
Ebert, Sandra and Fritz, Mario and Schiele, Bernt
(2011)
Pick Your Neighborhood - Improving Labels and Neighborhood Structure for Label Propagation.
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.
Song, Hyun Oh and Fritz, Mario and Gu, Chunhui and Darrell, Trevor
(2011)
Visual grasp affordances from appearance-based cues.
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.
Karayev, Sergey and Fritz, Mario and Fidler, Sanja and Darrell, Trevor
(2011)
A probabilistic model for recursive factorized image features.
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.
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.
This list was generated on Thu Oct 10 06:15:43 2024 CEST.