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PoseTrackReID: Dataset Description

Nov 12, 2020
Andreas Doering, Di Chen, Shanshan Zhang, Bernt Schiele, Juergen Gall


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Meta-Aggregating Networks for Class-Incremental Learning

Oct 10, 2020
Yaoyao Liu, Bernt Schiele, Qianru Sun

* Code: https://github.com/yaoyao-liu/class-incremental-learning 

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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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Long-Term Anticipation of Activities with Cycle Consistency

Sep 02, 2020
Yazan Abu Farha, Qiuhong Ke, Bernt Schiele, Juergen Gall

* GCPR 2020 

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Attribute Prototype Network for Zero-Shot Learning

Aug 20, 2020
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata


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Kinematic 3D Object Detection in Monocular Video

Jul 19, 2020
Garrick Brazil, Gerard Pons-Moll, Xiaoming Liu, Bernt Schiele

* To appear in ECCV 2020 

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Generalized Many-Way Few-Shot Video Classification

Jul 09, 2020
Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani


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On Mitigating Random and Adversarial Bit Errors

Jun 24, 2020
David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele


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Adversarial Training against Location-Optimized Adversarial Patches

May 05, 2020
Sukrut Rao, David Stutz, Bernt Schiele

* 18 pages, 6 tables, 4 figures, 2 algorithms 

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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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A U-Net Based Discriminator for Generative Adversarial Networks

Feb 28, 2020
Edgar Schönfeld, Bernt Schiele, Anna Khoreva

* Accepted at CVPR 2020 

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Mnemonics Training: Multi-Class Incremental Learning without Forgetting

Feb 26, 2020
Yaoyao Liu, An-An Liu, Yuting Su, Bernt Schiele, Qianru Sun

* To appear in CVPR 2020. The camera-ready version with supplementary experiment results will come on 23rd March. Code will come soon at https://github.com/yaoyao-liu/mnemonics 

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Analyzing the Dependency of ConvNets on Spatial Information

Feb 05, 2020
Yue Fan, Yongqin Xian, Max Maria Losch, Bernt Schiele


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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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Confidence-Calibrated Adversarial Training and Detection: More Robust Models Generalizing Beyond the Attack Used During Training

Nov 25, 2019
David Stutz, Matthias Hein, Bernt Schiele


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Confidence-Calibrated Adversarial Training: Towards Robust Models Generalizing Beyond the Attack Used During Training

Oct 14, 2019
David Stutz, Matthias Hein, Bernt Schiele


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Meta-Transfer Learning through Hard Tasks

Oct 07, 2019
Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele

* An extended version of a paper published in CVPR2019. Under review. arXiv admin note: substantial text overlap with arXiv:1812.02391 

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"Best-of-Many-Samples" Distribution Matching

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


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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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Learning to Self-Train for Semi-Supervised Few-Shot Classification

Jun 03, 2019
Qianru Sun, Xinzhe Li, Yaoyao Liu, Shibao Zheng, Tat-Seng Chua, Bernt Schiele


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A Novel BiLevel Paradigm for Image-to-Image Translation

Apr 18, 2019
Liqian Ma, Qianru Sun, Bernt Schiele, Luc Van Gool


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LCC: Learning to Customize and Combine Neural Networks for Few-Shot Learning

Apr 17, 2019
Yaoyao Liu, Qianru Sun, An-An Liu, Yuting Su, Bernt Schiele, Tat-Seng Chua


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f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning

Mar 25, 2019
Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata

* Accepted at CVPR 2019 

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