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Customized Federated Learning for accelerated edge computing with heterogeneous task targets 期刊论文
COMPUTER NETWORKS, 2020, 卷号: 183, 页码: 13
作者:  Jiang, Hui;  Liu, Min;  Yang, Bo;  Liu, Qingxiang;  Li, Jizhong;  Guo, Xiaobing
收藏  |  浏览/下载：27/0  |  提交时间：2021/12/01
Edge computing  Federated Learning  Convergence performance  
WP-SGD: Weighted parallel SGD for distributed unbalanced-workload training system 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 卷号: 145, 页码: 202-216
作者:  Cheng Daning;  Li Shigang;  Zhang Yunquan
收藏  |  浏览/下载：48/0  |  提交时间：2020/12/10
SGD  Unbalanced workload  SimuParallel SGD  Distributed system  
Refocused Attention: Long Short-Term Rewards Guided Video Captioning 期刊论文
NEURAL PROCESSING LETTERS, 2020, 卷号: 52, 期号: 2, 页码: 935-948
作者:  Dong, Jiarong;  Gao, Ke;  Chen, Xiaokai;  Cao, Juan
收藏  |  浏览/下载：65/0  |  提交时间：2020/12/10
Video captioning  Hierarchical attention  Reinforcement learning  Reward  
A High-Speed Low-Cost VLSI System Capable of On-Chip Online Learning for Dynamic Vision Sensor Data Classification 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 18
作者:  He, Wei;  Huang, Jinguo;  Wang, Tengxiao;  Lin, Yingcheng;  He, Junxian;  Zhou, Xichuan;  Li, Ping;  Wang, Ying;  Wu, Nanjian;  Shi, Cong
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
address-event representation (AER)  Random Ferns  object classification  neuromorphic hardware  online learning  on-chip learning  
Saliency-dependent adaptive remeshing for cloth simulation 期刊论文
TEXTILE RESEARCH JOURNAL, 2020, 页码: 16
作者:  Shi, Min;  Ming, Hou;  Liu, Yaning;  Mao, Tianlu;  Zhu, Dengming;  Wang, Zhaoqi;  Zhang, Fan
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
cloth simulation  visual saliency  machine learning  eye-tracking technology  
Rubik's Cube plus : A self-supervised feature learning framework for 3D medical image analysis 期刊论文
MEDICAL IMAGE ANALYSIS, 2020, 卷号: 64, 页码: 11
作者:  Zhu, Jiuwen;  Li, Yuexiang;  Hu, Yifan;  Ma, Kai;  Zhou, S. Kevin;  Zheng, Yefeng
收藏  |  浏览/下载：54/0  |  提交时间：2020/12/10
Self-supervised learning  3D Medical imaging data  Rubik's cube recovery  
An Adaptive Deep Transfer Learning Model for Rumor Detection without Sufficient Identified Rumors 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 卷号: 2020, 页码: 12
作者:  Guo, Meicheng;  Xu, Zhiwei;  Liu, Limin;  Guo, Mengjie;  Zhang, Yujun
收藏  |  浏览/下载：45/0  |  提交时间：2020/12/10
Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 7, 页码: 968-985
作者:  Zeng, Xi;  Zhi, Tian;  Zhou, Xuda;  Du, Zidong;  Guo, Qi;  Liu, Shaoli;  Wang, Bingrui;  Wen, Yuanbo;  Wang, Chao;  Zhou, Xuehai;  Li, Ling;  Chen, Tianshi;  Sun, Ninghui;  Chen, Yunji
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Accelerator  architecture  deep neural networks  sparsity  
Personalized Stride-Length Estimation Based on Active Online Learning 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 6, 页码: 4885-4897
作者:  Wang, Qu;  Luo, Haiyong;  Ye, Langlang;  Men, Aidong;  Zhao, Fang;  Huang, Yan;  Ou, Changhai
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
Indoor positioning  Internet of Things (IoT)  online learning  pedestrian dead reckoning (PDR)  stride-length estimation (SLE)  walking-distance estimation  
A four-long noncoding RNA signature predicts survival of hepatocellular carcinoma patients 期刊论文
JOURNAL OF CLINICAL LABORATORY ANALYSIS, 2020, 页码: 9
作者:  Jiang, Haitao;  Zhao, Lianhe;  Chen, Yunjie;  Sun, Liang
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
biomarker  hepatocellular carcinoma  lncRNA  prognostic  signature