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Energy-Based Models for Text

Apr 06, 2020
Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, Arthur Szlam

* long journal version 

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PyTorch: An Imperative Style, High-Performance Deep Learning Library

Dec 03, 2019
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Yang, Zach DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, Soumith Chintala

* 12 pages, 3 figures, NeurIPS 2019 

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Real or Fake? Learning to Discriminate Machine from Human Generated Text

Jun 07, 2019
Anton Bakhtin, Sam Gross, Myle Ott, Yuntian Deng, Marc'Aurelio Ranzato, Arthur Szlam


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fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Apr 01, 2019
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli

* NAACL 2019 Demo paper 

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Deep Counterfactual Regret Minimization

Nov 01, 2018
Noam Brown, Adam Lerer, Sam Gross, Tuomas Sandholm


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Hard Mixtures of Experts for Large Scale Weakly Supervised Vision

Apr 20, 2017
Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam

* Appearing in CVPR 2017 

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Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks

Nov 19, 2016
Emily Denton, Sam Gross, Rob Fergus


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A MultiPath Network for Object Detection

Aug 08, 2016
Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, Pedro O. Pinheiro, Sam Gross, Soumith Chintala, Piotr Dollár


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Learning Physical Intuition of Block Towers by Example

Mar 03, 2016
Adam Lerer, Sam Gross, Rob Fergus


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