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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) 

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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 

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Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding

Sep 07, 2020
Sahar Abdelnabi, Mario Fritz


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Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries

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


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Black-Box Watermarking for Generative Adversarial Networks

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


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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 

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

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


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InfoScrub: Towards Attribute Privacy by Targeted Obfuscation

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

* 20 pages, 7 figures 

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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


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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 

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Long-Tailed Recognition Using Class-Balanced Experts

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

* 18 pages, 5 figures, 9 tables 

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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 

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

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


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"Best-of-Many-Samples" Distribution Matching

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


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

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


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WhiteNet: Phishing Website Detection by Visual Whitelists

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


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Conditional Flow Variational Autoencoders for Structured Sequence Prediction

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


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Interpretability Beyond Classification Output: Semantic Bottleneck Networks

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

* Correct figures in appendix 

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Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks

Jun 26, 2019
Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz


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SampleFix: Learning to Correct Programs by Sampling Diverse Fixes

Jun 24, 2019
Hossein Hajipour, Apratim Bhattacharya, Mario Fritz

* 13 pages, 11 figures 

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Shape Evasion: Preventing Body Shape Inference of Multi-Stage Approaches

May 27, 2019
Hosnieh Sattar, Katharina Krombholz, Gerard Pons-Moll, Mario Fritz


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Learning Manipulation under Physics Constraints with Visual Perception

Apr 19, 2019
Wenbin Li, Aleš Leonardis, Jeannette Bohg, Mario Fritz

* arXiv admin note: substantial text overlap with arXiv:1609.04861, arXiv:1711.00267, arXiv:1604.00066 

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Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning

Apr 01, 2019
Ahmed Salem, Apratim Bhattacharya, Michael Backes, Mario Fritz, Yang Zhang


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Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation

Dec 17, 2018
Rakshith Shetty, Bernt Schiele, Mario Fritz

* 14 pages (12 figures) 

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Knockoff Nets: Stealing Functionality of Black-Box Models

Dec 06, 2018
Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz


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Attributing Fake Images to GANs: Analyzing Fingerprints in Generated Images

Nov 20, 2018
Ning Yu, Larry Davis, Mario Fritz


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Person Recognition in Personal Photo Collections

Oct 20, 2018
Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele

* 18 pages, 20 figures; to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence 

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