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Coloring Big Graphs with AlphaGoZero


Feb 28, 2019
Jiayi Huang, Mostofa Patwary, Gregory Diamos


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Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks


Nov 06, 2018
Sercan O. Arik, Heewoo Jun, Gregory Diamos


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Language Modeling at Scale


Oct 23, 2018
Mostofa Patwary, Milind Chabbi, Heewoo Jun, Jiaji Huang, Gregory Diamos, Kenneth Church


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Mixed Precision Training


Feb 15, 2018
Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory Diamos, Erich Elsen, David Garcia, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, Hao Wu

* Published as a conference paper at ICLR 2018 

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Deep Learning Scaling is Predictable, Empirically


Dec 01, 2017
Joel Hestness, Sharan Narang, Newsha Ardalani, Gregory Diamos, Heewoo Jun, Hassan Kianinejad, Md. Mostofa Ali Patwary, Yang Yang, Yanqi Zhou

* 19 pages, 11 figures 

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Block-Sparse Recurrent Neural Networks


Nov 08, 2017
Sharan Narang, Eric Undersander, Gregory Diamos


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Exploring Sparsity in Recurrent Neural Networks


Nov 06, 2017
Sharan Narang, Erich Elsen, Gregory Diamos, Shubho Sengupta

* Published as a conference paper at ICLR 2017 

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Deep Voice 2: Multi-Speaker Neural Text-to-Speech


Sep 20, 2017
Sercan Arik, Gregory Diamos, Andrew Gibiansky, John Miller, Kainan Peng, Wei Ping, Jonathan Raiman, Yanqi Zhou

* Accepted in NIPS 2017 

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Deep Voice: Real-time Neural Text-to-Speech


Mar 07, 2017
Sercan O. Arik, Mike Chrzanowski, Adam Coates, Gregory Diamos, Andrew Gibiansky, Yongguo Kang, Xian Li, John Miller, Andrew Ng, Jonathan Raiman, Shubho Sengupta, Mohammad Shoeybi

* Submitted to ICML 2017 

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