Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Mario Fritz

Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers


Jun 22, 2021
Apratim Bhattacharyya, Daniel Olmeda Reino, Mario Fritz, Bernt Schiele

* To appear at CVPR 2021 

  Access Paper or Ask Questions

Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis


May 29, 2021
Yang He, Ning Yu, Margret Keuper, Mario Fritz

* To appear in IJCAI2021. Source code at https://github.com/SSAW14/BeyondtheSpectrum 

  Access Paper or Ask Questions

Convolutional Dynamic Alignment Networks for Interpretable Classifications


Mar 31, 2021
Moritz Böhle, Mario Fritz, Bernt Schiele

* Accepted at CVRP 2021 

  Access Paper or Ask Questions

Dual Contrastive Loss and Attention for GANs


Mar 31, 2021
Ning Yu, Guilin Liu, Aysegul Dundar, Andrew Tao, Bryan Catanzaro, Larry Davis, Mario Fritz


  Access Paper or Ask Questions

"What's in the box?!": Deflecting Adversarial Attacks by Randomly Deploying Adversarially-Disjoint Models


Mar 09, 2021
Sahar Abdelnabi, Mario Fritz


  Access Paper or Ask Questions

ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models


Feb 04, 2021
Yugeng Liu, Rui Wen, Xinlei He, Ahmed Salem, Zhikun Zhang, Michael Backes, Emiliano De Cristofaro, Mario Fritz, Yang Zhang


  Access Paper or Ask Questions

Responsible Disclosure of Generative Models Using Scalable Fingerprinting


Dec 16, 2020
Ning Yu, Vladislav Skripniuk, Dingfan Chen, Larry Davis, Mario Fritz


  Access Paper or Ask Questions

CosSGD: Nonlinear Quantization for Communication-efficient Federated Learning


Dec 15, 2020
Yang He, Maximilian Zenk, Mario Fritz

* Source code will be released when published 

  Access Paper or Ask Questions

Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs


Nov 28, 2020
Hui-Po Wang, Ning Yu, Mario Fritz


  Access Paper or Ask Questions

Haar Wavelet based Block Autoregressive Flows for Trajectories


Sep 21, 2020
Apratim Bhattacharyya, Christoph-Nikolas Straehle, Mario Fritz, Bernt Schiele

* German Conference on Pattern Recognition, 2020 (oral) 

  Access Paper or Ask Questions

Synthetic Convolutional Features for Improved Semantic Segmentation


Sep 18, 2020
Yang He, Bernt Schiele, Mario Fritz

* ECCV 2020 Workshop on Assistive Computer Vision and Robotics 

  Access Paper or Ask Questions

Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding


Sep 07, 2020
Sahar Abdelnabi, Mario Fritz


  Access Paper or Ask Questions

Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries


Sep 01, 2020
Shadi Rahimian, Tribhuvanesh Orekondy, Mario Fritz


  Access Paper or Ask Questions

Black-Box Watermarking for Generative Adversarial Networks


Aug 03, 2020
Vladislav Skripniuk, Ning Yu, Sahar Abdelnabi, Mario Fritz


  Access Paper or Ask Questions

IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis


Jun 18, 2020
Hossein Hajipour, Mateusz Malinowski, Mario Fritz

* 14 pages, 10 figures 

  Access Paper or Ask Questions

GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators


Jun 15, 2020
Dingfan Chen, Tribhuvanesh Orekondy, Mario Fritz


  Access Paper or Ask Questions

InfoScrub: Towards Attribute Privacy by Targeted Obfuscation


May 20, 2020
Hui-Po Wang, Tribhuvanesh Orekondy, Mario Fritz

* 20 pages, 7 figures 

  Access Paper or Ask Questions

Inclusive GAN: Improving Data and Minority Coverage in Generative Models


Apr 12, 2020
Ning Yu, Ke Li, Peng Zhou, Jitendra Malik, Larry Davis, Mario Fritz


  Access Paper or Ask Questions

Normalizing Flows with Multi-Scale Autoregressive Priors


Apr 08, 2020
Shweta Mahajan, Apratim Bhattacharyya, Mario Fritz, Bernt Schiele, Stefan Roth

* To appear in CVPR 2020 

  Access Paper or Ask Questions

Long-Tailed Recognition Using Class-Balanced Experts


Apr 07, 2020
Saurabh Sharma, Ning Yu, Mario Fritz, Bernt Schiele

* 18 pages, 5 figures, 9 tables 

  Access Paper or Ask Questions

Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing


Dec 22, 2019
Vedika Agarwal, Rakshith Shetty, Mario Fritz

* 15 pages 

  Access Paper or Ask Questions

Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation


Dec 20, 2019
Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz


  Access Paper or Ask Questions

"Best-of-Many-Samples" Distribution Matching


Sep 27, 2019
Apratim Bhattacharyya, Mario Fritz, Bernt Schiele


  Access Paper or Ask Questions

GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs


Sep 09, 2019
Dingfan Chen, Ning Yu, Yang Zhang, Mario Fritz


  Access Paper or Ask Questions

WhiteNet: Phishing Website Detection by Visual Whitelists


Sep 01, 2019
Sahar Abdelnabi, Katharina Krombholz, Mario Fritz


  Access Paper or Ask Questions

Conditional Flow Variational Autoencoders for Structured Sequence Prediction


Aug 24, 2019
Apratim Bhattacharyya, Michael Hanselmann, Mario Fritz, Bernt Schiele, Christoph-Nikolas Straehle


  Access Paper or Ask Questions

Interpretability Beyond Classification Output: Semantic Bottleneck Networks


Jul 28, 2019
Max Losch, Mario Fritz, Bernt Schiele

* Correct figures in appendix 

  Access Paper or Ask Questions