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MiaoSuan Wargame: A Multi-Mode Integrated Platform for Imperfect Information Game 会议论文
, Beijing, China, August 21-24, 2022
作者:  Jiale Xu;  Jian Hu;  Shixian Wang;  Xuyang Yang;  Wancheng Ni
Adobe PDF(726Kb)  |  收藏  |  浏览/下载：90/29  |  提交时间：2023/06/28
open platform  human-computer gaming  AI evaluation  Turing test  imperfect information game  wargame  
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：104/32  |  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：117/50  |  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：103/28  |  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：77/27  |  提交时间：2023/06/20
Differentially Private Federated Learning with Local Regularization and Sparsification 会议论文
, 线上, 2022-6
作者:  Cheng AD(程安达);  Wang PS(王培松);  Zhang X(张希);  Cheng J(程健)
Adobe PDF(312Kb)  |  收藏  |  浏览/下载：116/45  |  提交时间：2023/06/05
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy 会议论文
, 线上, 2022-2
作者:  Cheng AD(程安达);  Wang JX(王家兴);  Zhang X(张希);  Chen Q(谌强);  Wang PS(王培松);  Cheng J(程健)
Adobe PDF(1135Kb)  |  收藏  |  浏览/下载：97/24  |  提交时间：2023/06/05
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:  Wang, Peisong;  He, Xiangyu;  Cheng, Jian
收藏  |  浏览/下载：246/0  |  提交时间：2022/07/25
Quantization (signal)  Deep learning  Convolution  Training  Biological neural networks  Optimization  Neurons  Acceleration  binarized neural networks (BNNs)  compression  fixed-point quantization  
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers 会议论文
, New Orleans, Louisiana, USA, 2022-6
作者:  Jiahao, Lu;  Xi Sheryl, Zhang;  Tianli, Zhao;  Xiangyu, He;  Jian Cheng
Adobe PDF(2770Kb)  |  收藏  |  浏览/下载：229/61  |  提交时间：2022/06/23
Trustworthy AI  Privacy-preserving machine learning  
Fixed-point Quantization for Vision Transformer 会议论文
, Beijing, China, 2021-10-22
作者:  Zhexin, Li;  Peisong Wang;  Zhiyuan Wang;  Jian Cheng
Adobe PDF(940Kb)  |  收藏  |  浏览/下载：268/75  |  提交时间：2022/06/15