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Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning 会议论文
, New Orleans, LA, USA,, November 28 - December 9, 2022
作者:  Zhiwei Xu;  Dapeng Li;  Bin Zhang;  Yuan Zhan;  Yunpeng Bai;  Guoliang Fan
Adobe PDF(4367Kb)  |  收藏  |  浏览/下载：6/1  |  提交时间：2024/05/28
SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning 会议论文
, Auckland, New Zealand, May 9-13, 2022
作者:  Zhiwei Xu;  Yunpeng Bai;  Dapeng Li;  Bin Zhang;  Guoliang Fan
Adobe PDF(2965Kb)  |  收藏  |  浏览/下载：9/2  |  提交时间：2024/05/28
Ristretto: An Atomized Processing Architecture for Sparsity-Condensed Stream Flow in CNN 会议论文
, Westin Chicago, 2022-10
作者:  Gang Li;  Weixiang Xu;  Zhuoran Song;  Naifeng Jing;  Naifeng Jing;  Xiaoyao Liang
Adobe PDF(850Kb)  |  收藏  |  浏览/下载：82/28  |  提交时间：2023/06/21
Stacking More Linear Operations with Orthogonal Regularization to Learn Better 会议论文
, 线上会议, 2022-7
作者:  Xu WX(许伟翔);  Cheng J(程健)
Adobe PDF(1126Kb)  |  收藏  |  浏览/下载：100/32  |  提交时间：2023/06/21
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：107/47  |  提交时间：2023/06/21
Deep Neural Networks  Network Pruning  Structured Pruning  Non-structured Pruning  Single Instruction Multiple Data  
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient 会议论文
, New Orleans, America, Monday November 28th through Friday December 9th
作者:  Weihan, Cao;  Yifan, Zhang;  Jianfei, Gao;  Anda, Cheng;  Ke, Cheng;  Jian, Cheng
Adobe PDF(2614Kb)  |  收藏  |  浏览/下载：98/26  |  提交时间：2023/06/21
Knowledge Distillation  Model Compression  Object Detection  
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：76/26  |  提交时间：2023/06/20
LEARN EFFECTIVE REPRESENTATION FOR DEEP REINFORCEMENT LEARNING 会议论文
, Taipei, Taiwan, 26 August 2022
作者:  Zhan Yuan;  Xu Zhiwei;  Fan Guoliang
Adobe PDF(2093Kb)  |  收藏  |  浏览/下载：153/50  |  提交时间：2023/06/08
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：97/28  |  提交时间：2023/03/20
Category-awareness  change detection  optical remote sensing image  threshold learning  
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：273/28  |  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