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Asynchronous Decentralized Distributed Training of Acoustic Models


Oct 21, 2021
Xiaodong Cui, Wei Zhang, Abdullah Kayi, Mingrui Liu, Ulrich Finkler, Brian Kingsbury, George Saon, David Kung

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* Accepted by IEEE/ACM Transactions on Audio, Speech and Language Processing 

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Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks


May 25, 2021
Ruchir Puri, David S. Kung, Geert Janssen, Wei Zhang, Giacomo Domeniconi, Vladmir Zolotov, Julian Dolby, Jie Chen, Mihir Choudhury, Lindsey Decker, Veronika Thost, Luca Buratti, Saurabh Pujar, Ulrich Finkler

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* 11 Pages including references, 10 pages of appendix 

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Large Scale Neural Architecture Search with Polyharmonic Splines


Nov 20, 2020
Ulrich Finkler, Michele Merler, Rameswar Panda, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Chun-Fu Chen, Minsik Cho, David Kung, Rogerio Feris, Bishwaranjan Bhattacharjee

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NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search


Jun 23, 2020
Rameswar Panda, Michele Merler, Mayoore Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu Chen, Minsik Cho, David Kung, Rogerio Feris, Bishwaranjan Bhattacharjee

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* 19 pages, 19 Figures, 6 Tables 

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Map Generation from Large Scale Incomplete and Inaccurate Data Labels


May 20, 2020
Rui Zhang, Conrad Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David Kung, Siyuan Lu

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* This paper is accepted by KDD 2020 

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Distributed Training of Deep Neural Network Acoustic Models for Automatic Speech Recognition


Feb 24, 2020
Xiaodong Cui, Wei Zhang, Ulrich Finkler, George Saon, Michael Picheny, David Kung

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* Accepted to IEEE Signal Processing Magazine 

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Improving Efficiency in Large-Scale Decentralized Distributed Training


Feb 04, 2020
Wei Zhang, Xiaodong Cui, Abdullah Kayi, Mingrui Liu, Ulrich Finkler, Brian Kingsbury, George Saon, Youssef Mroueh, Alper Buyuktosunoglu, Payel Das, David Kung, Michael Picheny

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* 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'2020) Oral 

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A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition


Jul 10, 2019
Wei Zhang, Xiaodong Cui, Ulrich Finkler, George Saon, Abdullah Kayi, Alper Buyuktosunoglu, Brian Kingsbury, David Kung, Michael Picheny

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* INTERSPEECH 2019 

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Distributed Deep Learning Strategies For Automatic Speech Recognition


Apr 10, 2019
Wei Zhang, Xiaodong Cui, Ulrich Finkler, Brian Kingsbury, George Saon, David Kung, Michael Picheny

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* Published in ICASSP'19 

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PowerAI DDL


Aug 07, 2017
Minsik Cho, Ulrich Finkler, Sameer Kumar, David Kung, Vaibhav Saxena, Dheeraj Sreedhar

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