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Distributed Multigrid Neural Solvers on Megavoxel Domains


Apr 29, 2021
Aditya Balu, Sergio Botelho, Biswajit Khara, Vinay Rao, Chinmay Hegde, Soumik Sarkar, Santi Adavani, Adarsh Krishnamurthy, Baskar Ganapathysubramanian

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WebRED: Effective Pretraining And Finetuning For Relation Extraction On The Web


Feb 18, 2021
Robert Ormandi, Mohammad Saleh, Erin Winter, Vinay Rao

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Is Batch Norm unique? An empirical investigation and prescription to emulate the best properties of common normalizers without batch dependence


Oct 21, 2020
Vinay Rao, Jascha Sohl-Dickstein

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Assessing The Factual Accuracy of Generated Text


May 30, 2019
Ben Goodrich, Vinay Rao, Mohammad Saleh, Peter J Liu

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* The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '19), August 4--8, 2019, Anchorage, AK, USA 

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A Mean Field Theory of Batch Normalization


Mar 05, 2019
Greg Yang, Jeffrey Pennington, Vinay Rao, Jascha Sohl-Dickstein, Samuel S. Schoenholz

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* To appear in ICLR 2019 

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Reducing Bias in Production Speech Models


May 11, 2017
Eric Battenberg, Rewon Child, Adam Coates, Christopher Fougner, Yashesh Gaur, Jiaji Huang, Heewoo Jun, Ajay Kannan, Markus Kliegl, Atul Kumar, Hairong Liu, Vinay Rao, Sanjeev Satheesh, David Seetapun, Anuroop Sriram, Zhenyao Zhu

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Active Learning for Speech Recognition: the Power of Gradients


Dec 10, 2016
Jiaji Huang, Rewon Child, Vinay Rao, Hairong Liu, Sanjeev Satheesh, Adam Coates

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* published as a workshop paper at NIPS 2016 

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