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GroupViT: Semantic Segmentation Emerges from Text Supervision



Jiarui Xu , Shalini De Mello , Sifei Liu , Wonmin Byeon , Thomas Breuel , Jan Kautz , Xiaolong Wang

* Project page: https://jerryxu.net/GroupViT 

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Identifying Layers Susceptible to Adversarial Attacks



Shoaib Ahmed Siddiqui , Thomas Breuel


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Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning



Sangho Lee , Jiwan Chung , Youngjae Yu , Gunhee Kim , Thomas Breuel , Gal Chechik , Yale Song


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Parameter Efficient Multimodal Transformers for Video Representation Learning



Sangho Lee , Youngjae Yu , Gunhee Kim , Thomas Breuel , Jan Kautz , Yale Song


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Displacement-Invariant Cost Computation for Efficient Stereo Matching



Yiran Zhong , Charles Loop , Wonmin Byeon , Stan Birchfield , Yuchao Dai , Kaihao Zhang , Alexey Kamenev , Thomas Breuel , Hongdong Li , Jan Kautz

* 8 pages 

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Discovering Nonlinear Relations with Minimum Predictive Information Regularization



Tailin Wu , Thomas Breuel , Michael Skuhersky , Jan Kautz

* 26 pages, 11 figures; ICML'19 Time Series Workshop 

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Unsupervised Image-to-Image Translation Networks



Ming-Yu Liu , Thomas Breuel , Jan Kautz

* NIPS 2017, 11 pages, 6 figures 

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IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification



Sam Leroux , Pavlo Molchanov , Pieter Simoens , Bart Dhoedt , Thomas Breuel , Jan Kautz

* ICLR 2018 Workshop track 

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Hand Pose Estimation via Latent 2.5D Heatmap Regression



Umar Iqbal , Pavlo Molchanov , Thomas Breuel , Juergen Gall , Jan Kautz


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Sequence-to-sequence neural network models for transliteration



Mihaela Rosca , Thomas Breuel


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