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FADNet: A Fast and Accurate Network for Disparity Estimation

Mar 24, 2020
Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, Xiaowen Chu

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IRS: A Large Synthetic Indoor Robotics Stereo Dataset for Disparity and Surface Normal Estimation

Dec 20, 2019
Qiang Wang, Shizhen Zheng, Qingsong Yan, Fei Deng, Kaiyong Zhao, Xiaowen Chu

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Layer-wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees

Nov 21, 2019
Shaohuai Shi, Zhenheng Tang, Qiang Wang, Kaiyong Zhao, Xiaowen Chu

* 11 pages 

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Performance and Power Evaluation of AI Accelerators for Training Deep Learning Models

Sep 22, 2019
Yuxin Wang, Qiang Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Kaiyong Zhao, Xiaowen Chu

* There are some technical mistakes, and need to be carefully revised. So we choose to withdraw 

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AutoML: A Survey of the State-of-the-Art

Aug 14, 2019
Xin He, Kaiyong Zhao, Xiaowen Chu

* 17 pages 

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A Distributed Synchronous SGD Algorithm with Global Top-$k$ Sparsification for Low Bandwidth Networks

Jan 14, 2019
Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu

* 12 pages 

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