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CASIA OpenIR
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PEAN: 3D Hand Pose Estimation Adversarial Network 会议论文
, Milan, Italy, 2021-1
作者:  Linhui Sun;  Yifan Zhang;  Jian Cheng;  Hanqing Lu
Adobe PDF(1613Kb)  |  收藏  |  浏览/下载：64/15  |  提交时间：2024/01/22
TinyNeRF: Towards 100 times Compression of Volume Radiance Fields 会议论文
, 线上, 2023-02
作者:  Zhao TL(赵天理);  Chen JY(陈嘉园);  Leng C(冷聪);  Cheng J(程健)
Adobe PDF(2855Kb)  |  收藏  |  浏览/下载：167/37  |  提交时间：2023/06/21
Neural Radiance Fields  Discrete Cosine Transformation  Frequency Domain  
Towards Fully Sparse Training: Information Restoration with Spatial Similarity 会议论文
, Vancouver, British Columbia, Canada, 2022-04
作者:  Xu WX(许伟翔);  Wang PS(王培松);  Cheng J(程健)
Adobe PDF(556Kb)  |  收藏  |  浏览/下载：78/25  |  提交时间：2023/06/20
Efficient Accelerator/Network Co-Search with Circular Greedy Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II: EXPRESS BRIEFS, 2023, 页码: 1-5
作者:  Liu, Zejian;  Li, Gang;  Cheng, Jian
Adobe PDF(1982Kb)  |  收藏  |  浏览/下载：105/33  |  提交时间：2023/06/19
Accelerator/Network Co-Search  Reinforcement Learning  Performance Estimation  Multi-objective Optimization  
Optimization-Based Post-Training Quantization With Bit-Split and Stitching 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
作者:  Wang, Peisong;  Chen, Weihan;  He, Xiangyu;  Chen, Qiang;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(921Kb)  |  收藏  |  浏览/下载：168/48  |  提交时间：2023/03/20
Deep neural networks  compression  quantization  post-training quantization  
EEDNet: Enhanced Encoder-Decoder Network for AutoISP 会议论文
, Virtual, 2020
作者:  Zhu, yu;  Guo, Zhenyu;  Liang, Tian;  He, Xiangyu;  Li, Chenghua;  Leng, Cong;  Jiang, Bo;  Zhang, Yifan;  Cheng, Jian
Adobe PDF(4493Kb)  |  收藏  |  浏览/下载：166/26  |  提交时间：2022/07/01
Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition 会议论文
, 线上, 2020-8
作者:  Ke Cheng;  Yifan Zhang;  Congqi Cao;  Lei Shi;  Jian Cheng;  Hanqing Lu
Adobe PDF(2350Kb)  |  收藏  |  浏览/下载：171/50  |  提交时间：2022/06/27
skeleton-based action recognition, decoupling GCN, DropGraph  
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：259/25  |  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：180/37  |  提交时间：2022/02/15
block convolution  memory-efficient  off-chip transfer  fpga  cnn accelerator  
ECBC: Efficient Convolution via Blocked Columnizing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Zhao, Tianli;  Hu, Qinghao;  He, Xiangyu;  Xu, Weixiang;  Wang, Jiaxing;  Leng, Cong;  Cheng, Jian
Adobe PDF(3003Kb)  |  收藏  |  浏览/下载：284/30  |  提交时间：2022/01/27
Convolution  Tensors  Layout  Memory management  Indexes  Transforms  Performance evaluation  Convolutional neural networks (CNNs)  direct convolution  high performance computing for mobile devices  im2col convolution  memory-efficient convolution (MEC)