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DPUV3INT8: A Compiler View to programmable FPGA Inference Engines


Oct 08, 2021
Paolo D'Alberto, Jiangsha Ma, Jintao Li, Yiming Hu, Manasa Bollavaram, Shaoxia Fang

* 11 pages 

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Angle-based Search Space Shrinking for Neural Architecture Search


May 01, 2020
Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun

* 15 pages 

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Cluster Regularized Quantization for Deep Networks Compression


Feb 27, 2019
Yiming Hu, Jianquan Li, Xianlei Long, Shenhua Hu, Jiagang Zhu, Xingang Wang, Qingyi Gu

* 4 pages, 1 figure 

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Multi-loss-aware Channel Pruning of Deep Networks


Feb 27, 2019
Yiming Hu, Siyang Sun, Jianquan Li, Jiagang Zhu, Xingang Wang, Qingyi Gu

* 4 pages, 2 figures 

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Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks


Jan 07, 2019
Guohao Ying, Yingtian Zou, Lin Wan, Yiming Hu, Jiashi Feng

* To appear in ACCV 2018 

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Action Machine: Rethinking Action Recognition in Trimmed Videos


Dec 17, 2018
Jiagang Zhu, Wei Zou, Liang Xu, Yiming Hu, Zheng Zhu, Manyu Chang, Junjie Huang, Guan Huang, Dalong Du


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A novel channel pruning method for deep neural network compression


May 29, 2018
Yiming Hu, Siyang Sun, Jianquan Li, Xingang Wang, Qingyi Gu


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ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA


Feb 20, 2017
Song Han, Junlong Kang, Huizi Mao, Yiming Hu, Xin Li, Yubin Li, Dongliang Xie, Hong Luo, Song Yao, Yu Wang, Huazhong Yang, William J. Dally

* Accepted as full paper in FPGA'17, Monterey, CA; Also appeared at 1st International Workshop on Efficient Methods for Deep Neural Networks at NIPS 2016, Barcelona, Spain 

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