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Rethinking Attention with Performers

Sep 30, 2020
Krzysztof Choromanski, Valerii Likhosherstov, David Dohan, Xingyou Song, Andreea Gane, Tamas Sarlos, Peter Hawkins, Jared Davis, Afroz Mohiuddin, Lukasz Kaiser, David Belanger, Lucy Colwell, Adrian Weller

* 36 pages. This is an updated version of a previous submission which can be found at arXiv:2006.03555. See for protein language model code, and for Performer code 

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Population-Based Black-Box Optimization for Biological Sequence Design

Jun 05, 2020
Christof Angermueller, David Belanger, Andreea Gane, Zelda Mariet, David Dohan, Kevin Murphy, Lucy Colwell, D Sculley

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Direct Optimization through $\arg \max$ for Discrete Variational Auto-Encoder

Oct 11, 2018
Guy Lorberbom, Andreea Gane, Tommi Jaakkola, Tamir Hazan

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The Variational Homoencoder: Learning to learn high capacity generative models from few examples

Jul 24, 2018
Luke B. Hewitt, Maxwell I. Nye, Andreea Gane, Tommi Jaakkola, Joshua B. Tenenbaum

* UAI 2018 oral presentation 

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Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems

Apr 19, 2016
Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander Miller, Arthur Szlam, Jason Weston

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