SG
Sam Gross
cs.LGstat.MLcs.CLcs.CVcs.AIcs.GTcs.MS
On Valency
published · living versionsW_p6qsgd29·v1 · currentpublished
PyTorch: An Imperative Style, High-Performance Deep Learning Library
with Adam Paszke, Francisco Massa, Adam Lerer, James Bradbury +16
1 version
Preprints & journals
9 papers in the corpus · 2016–2020Residual Energy-Based Models for Text2004.10188v2 · Anton Bakhtin, Yuntian Deng, Sam Gross et al.2020 · 26 citationsJournal of Machine Learning Research 21 (2020) 1-41
PyTorch: An Imperative Style, High-Performance Deep Learning Library1912.01703v1 · Adam Paszke, Sam Gross, Francisco Massa et al.2019 · 31,494 citationsarXivon Valency
Real or Fake? Learning to Discriminate Machine from Human Generated Text1906.03351v2 · Anton Bakhtin, Sam Gross, Myle Ott et al.2019 · 77 citationsarXiv
fairseq: A Fast, Extensible Toolkit for Sequence Modeling1904.01038v1 · Myle Ott, Sergey Edunov, Alexei Baevski et al.2019 · 2,519 citationsarXiv
Deep Counterfactual Regret Minimization1811.00164v3 · Noam Brown, Adam Lerer, Sam Gross et al.2018 · 85 citationsInternational Conference on Machine Learning (ICML), 2019
Hard Mixtures of Experts for Large Scale Weakly Supervised Vision1704.06363v1 · Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam2017 · 75 citationsarXiv
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks1611.06430v1 · Remi Denton, Sam Gross, Rob Fergus2016 · 126 citationsarXiv
A MultiPath Network for Object Detection1604.02135v2 · Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin et al.2016 · 236 citationsarXiv
Learning Physical Intuition of Block Towers by Example1603.01312v1 · Adam Lerer, Sam Gross, Rob Fergus2016 · 128 citationsarXiv
Career total: 13 works. 9 are in this corpus.
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