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Regret Minimization for Partially Observable Deep Reinforcement Learning

Oct 25, 2018
Peter Jin, Kurt Keutzer, Sergey Levine

* ICML 2018 

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A Novel Domain Adaptation Framework for Medical Image Segmentation

Oct 11, 2018
Amir Gholami, Shashank Subramanian, Varun Shenoy, Naveen Himthani, Xiangyu Yue, Sicheng Zhao, Peter Jin, George Biros, Kurt Keutzer


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SqueezeNext: Hardware-Aware Neural Network Design

Aug 27, 2018
Amir Gholami, Kiseok Kwon, Bichen Wu, Zizheng Tai, Xiangyu Yue, Peter Jin, Sicheng Zhao, Kurt Keutzer

* 12 Pages 

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Integrated Model, Batch and Domain Parallelism in Training Neural Networks

May 16, 2018
Amir Gholami, Ariful Azad, Peter Jin, Kurt Keutzer, Aydin Buluc

* 30th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2018 
* 11 pages 

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Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions

Dec 03, 2017
Bichen Wu, Alvin Wan, Xiangyu Yue, Peter Jin, Sicheng Zhao, Noah Golmant, Amir Gholaminejad, Joseph Gonzalez, Kurt Keutzer

* Source code will be released afterwards 

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