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


Jan 26, 2021
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


Dec 08, 2020
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas Breuel, Jan Kautz, Yale Song


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Displacement-Invariant Cost Computation for Efficient Stereo Matching


Dec 01, 2020
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


Jan 07, 2020
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


Jul 23, 2018
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


Apr 26, 2018
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


Apr 25, 2018
Umar Iqbal, Pavlo Molchanov, Thomas Breuel, Juergen Gall, Jan Kautz


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Sequence-to-sequence neural network models for transliteration


Oct 29, 2016
Mihaela Rosca, Thomas Breuel


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Efficient Estimation of k for the Nearest Neighbors Class of Methods


Jun 13, 2016
Aleksander Lodwich, Faisal Shafait, Thomas Breuel

* Technical Report, 16p, alternative source: http://lodwich.net/Science.html 

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Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation


Mar 15, 2016
Zhicheng Yan, Hao Zhang, Yangqing Jia, Thomas Breuel, Yizhou Yu

* 14 pages 

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Deep Self-Taught Learning for Handwritten Character Recognition


Sep 18, 2010
Frédéric Bastien, Yoshua Bengio, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas Breuel, Youssouf Chherawala, Moustapha Cisse, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, Francois Savard, Guillaume Sicard


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