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Towards Automatic Model Compression via A Unified Two-Stage Framework 期刊论文
Pattern Recognition (PR), 2023, 卷号: 140, 页码: 109527
作者:  Weihan Chen;  Peisong Wang;  Jian Cheng
Adobe PDF(765Kb)  |  收藏  |  浏览/下载：142/47  |  提交时间：2023/06/20
Deep Neural Networks  Model Compression  Quantization  Pruning  
Improving Extreme Low-bit Quantization with Soft Threshold 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 页码: 1549 - 1563
作者:  Xu WX(许伟翔);  Wang PS(王培松);  Cheng J(程健)
Adobe PDF(2414Kb)  |  收藏  |  浏览/下载：87/33  |  提交时间：2023/06/20
D-TNet: Category-Awareness Based Difference-Threshold Alternative Learning Network for Remote Sensing Image Change Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 1-16
作者:  Wan, Ling;  Tian, Ye;  Kang, Wenchao;  Ma, Lei
Adobe PDF(8963Kb)  |  收藏  |  浏览/下载：158/42  |  提交时间：2023/03/20
Category-awareness  change detection  optical remote sensing image  threshold learning  
WASE: LEARNING WHEN TO ATTEND FOR SPEAKER EXTRACTION IN COCKTAIL PARTY ENVIRONMENTS 会议论文
, Toronto, June 6-11, 2021
作者:  Yunzhe Hao;  Jiaming Xu;  Peng Zhang;  Bo Xu
Adobe PDF(2034Kb)  |  收藏  |  浏览/下载：257/43  |  提交时间：2022/06/23
Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments 会议论文
, Paris, France, 2020.5.31-2020.8.31
作者:  Zhen-Liang Ni;  Gui-Bin Bian;  Zeng-Guang Hou;  Xiao-Hu Zhou;  Xiao-Liang Xie;  Zhen Li
Adobe PDF(1053Kb)  |  收藏  |  浏览/下载：247/66  |  提交时间：2022/06/15
real-time segmentation  attention  surgical instruments  
Towards Binarized MobileNet via Structured Sparsity 会议论文
, Hainan, China, 2021-12-26
作者:  Zhenmeng, Zuo;  Zhexin, Li;  Peisong, Wang;  Weihan, Chen;  Jian, Cheng
Adobe PDF(476Kb)  |  收藏  |  浏览/下载：254/80  |  提交时间：2022/06/15
EffiDiag: an Efficient Framework for Breast Cancer Diagnosis in Multi-Gigapixel Whole Slide Images 会议论文
, 线上, 2020-12-16
作者:  Shuyan Liu;  Junda Ren;  Zhineng Chen;  Kai Hu;  Fen Xiao;  Xuanya Li;  Xieping Gao
Adobe PDF(290Kb)  |  收藏  |  浏览/下载：115/0  |  提交时间：2022/06/14
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：323/39  |  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：216/46  |  提交时间：2022/02/15
block convolution  memory-efficient  off-chip transfer  fpga  cnn accelerator  
Extremely Lightweight Skeleton-Based Action Recognition With ShiftGCN plus 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 7333-7348
作者:  Cheng, Ke;  Zhang, Yifan;  He, Xiangyu;  Cheng, Jian;  Lu, Hanqing
Adobe PDF(3205Kb)  |  收藏  |  浏览/下载：307/17  |  提交时间：2021/11/03
Skeleton-based action recognition  graph convolutional network  lightweight network  shift network