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Robust and Efficient Medical Imaging with Self-Supervision



Shekoofeh Azizi , Laura Culp , Jan Freyberg , Basil Mustafa , Sebastien Baur , Simon Kornblith , Ting Chen , Patricia MacWilliams , S. Sara Mahdavi , Ellery Wulczyn , Boris Babenko , Megan Wilson , Aaron Loh , Po-Hsuan Cameron Chen , Yuan Liu , Pinal Bavishi , Scott Mayer McKinney , Jim Winkens , Abhijit Guha Roy , Zach Beaver , Fiona Ryan , Justin Krogue , Mozziyar Etemadi , Umesh Telang , Yun Liu , Lily Peng , Greg S. Corrado , Dale R. Webster , David Fleet , Geoffrey Hinton , Neil Houlsby , Alan Karthikesalingam , Mohammad Norouzi , Vivek Natarajan


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What Makes RAFT Better Than PWC-Net?



Deqing Sun , Charles Herrmann , Fitsum Reda , Michael Rubinstein , David Fleet , William T. Freeman


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Differentiable probabilistic models of scientific imaging with the Fourier slice theorem



Karen Ullrich , Rianne van den Berg , Marcus Brubaker , David Fleet , Max Welling

* accepted to UAI 2019 

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TzK: Flow-Based Conditional Generative Model



Micha Livne , David Fleet

* 8 pages, 9 figures, 2 tables, ICML 2019 submission. Added supplemental material 

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Hierarchical Video Understanding



Farzaneh Mahdisoltani , Roland Memisevic , David Fleet


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Fine-grained Video Classification and Captioning



Farzaneh Mahdisoltani , Guillaume Berger , Waseem Gharbieh , David Fleet , Roland Memisevic


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Subspace Selection to Suppress Confounding Source Domain Information in AAM Transfer Learning



Azin Asgarian , Ahmed Bilal Ashraf , David Fleet , Babak Taati

* Copyright IEEE. To be published in the proceedings of International Joint Conference on Biometrics (IJCB) 2017 

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