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NAS-Bench-101: Towards Reproducible Neural Architecture Search


Feb 25, 2019
Chris Ying, Aaron Klein, Esteban Real, Eric Christiansen, Kevin Murphy, Frank Hutter


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Large-Batch Training for LSTM and Beyond


Jan 24, 2019
Yang You, Jonathan Hseu, Chris Ying, James Demmel, Kurt Keutzer, Cho-Jui Hsieh

* Preprint. Work in progress. We may update this draft recently 

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Image Classification at Supercomputer Scale


Dec 02, 2018
Chris Ying, Sameer Kumar, Dehao Chen, Tao Wang, Youlong Cheng

* Presented as part of Systems for ML Workshop @ NIPS 2018 

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Don't Decay the Learning Rate, Increase the Batch Size


Feb 24, 2018
Samuel L. Smith, Pieter-Jan Kindermans, Chris Ying, Quoc V. Le

* 11 pages, 8 figures. Published as a conference paper at ICLR 2018 

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Depth-Adaptive Computational Policies for Efficient Visual Tracking


Jan 01, 2018
Chris Ying, Katerina Fragkiadaki

* presented at EMMCVPR 2017 in Venice, Italy 

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