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CASIA OpenIR
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Multi-Granularity Pruning for Model Acceleration on Mobile Devices 会议论文
, 线上, 2022-07
作者:  Zhao TL(赵天理);  Zhang X(张希);  Zhu WT(朱文涛);  Wang JX(王家兴);  Yang S(杨森);  Liu J(刘季);  Cheng J(程健)
Adobe PDF(1919Kb)  |  收藏  |  浏览/下载：161/62  |  提交时间：2023/06/21
Deep Neural Networks  Network Pruning  Structured Pruning  Non-structured Pruning  Single Instruction Multiple Data  
Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447
作者:  Li, Gang;  Liu, Zejian;  Li, Fanrong;  Cheng, Jian
Adobe PDF(4046Kb)  |  收藏  |  浏览/下载：326/40  |  提交时间：2022/06/10
Convolution  Field programmable gate arrays  System-on-chip  Task analysis  Random access memory  Tensors  Memory management  Block convolution  convolutional neural network (CNN) accelerator  field-programmable gate array (FPGA)  memory efficient  off-chip transfer  
Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA 期刊论文
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021, 期号: 2021.5, 页码: 1-1
作者:  Li, Gang;  Liu, Zejian;  Li, Fanrong;  Cheng, Jian
Adobe PDF(6174Kb)  |  收藏  |  浏览/下载：217/46  |  提交时间：2022/02/15
block convolution  memory-efficient  off-chip transfer  fpga  cnn accelerator  
Motion Complementary Network for Efficient Action Recognition 会议论文
, 线上, January 2021
作者:  Cheng,Ke;  Zhang,Yifan;  Li,Chenghua;  Cheng,Jian;  Lu,Hanqing
Adobe PDF(1128Kb)  |  收藏  |  浏览/下载：329/89  |  提交时间：2021/07/23
M-NAS: Meta Neural Architecture Search 会议论文
, New York, 2020.02.07-2020.02.12
作者:  Wang JX(王家兴);  Wu JX(吴家祥);  Bo HL(柏昊立);  Cheng J(程健)
Adobe PDF(838Kb)  |  收藏  |  浏览/下载：193/42  |  提交时间：2021/06/16
Skeleton-Based Action Recognition with Shift Graph Convolutional Network 会议论文
, 线上, June 2020
作者:  Ke Cheng;  Yifan Zhang;  Xiangyu He;  Weihan Chen;  Jian Cheng;  Hanqing Lu
Adobe PDF(2935Kb)  |  收藏  |  浏览/下载：259/43  |  提交时间：2021/05/28
ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices 会议论文
, Online, 2020
作者:  He, Xiangyu;  Mo, Zitao;  Cheng, Ke;  Xu, Weixiang;  Hu, Qinghao;  Wang, Peisong;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(2540Kb)  |  收藏  |  浏览/下载：249/60  |  提交时间：2020/10/20
Gesture recognition based on deep deformable 3D convolutional neural networks 期刊论文
PATTERN RECOGNITION, 2020, 期号: 107, 页码: 12
作者:  Zhang, Yifan;  Shi, Lei;  Wu, Yi;  Cheng, Ke;  Cheng, Jian;  Lu, Hanqing
浏览  |  Adobe PDF(1310Kb)  |  收藏  |  浏览/下载：515/145  |  提交时间：2020/08/31
Gesture recognition  Spatiotemporal deformable convolution  Spatiotemporal convolutional neural network  
Ladder Pyramid Networks for Single Image Super-Resoluion 会议论文
, Abudhabi, October 25th-October28th
作者:  Mo, Zitao;  He, Xiangyu;  Li, Gang;  Cheng, Jian
浏览  |  Adobe PDF(355Kb)  |  收藏  |  浏览/下载：425/109  |  提交时间：2020/08/07
Ladder Pyramid Network, Lightweight Convolution, Super-Resolution  
ODE-inspired Network Design for Single Image Super-Resolution 会议论文
, Long Beach, CA, June 16th - June 20th
作者:  He, Xiangyu;  Mo, Zitao;  Wang, Peisong;  Liu, Yang;  Yang, Mingyuan;  Cheng, Jian
浏览  |  Adobe PDF(1921Kb)  |  收藏  |  浏览/下载：240/65  |  提交时间：2020/08/07