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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：49/0  |  提交时间：2020/12/10
SGD  Unbalanced workload  SimuParallel SGD  Distributed system  
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 11, 页码: 3614-3626
作者:  Li, Guangli;  Ma, Xiu;  Wang, Xueying;  Liu, Lei;  Xue, Jingling;  Feng, Xiaobing
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
Deep learning system  edge intelligence  model compression and acceleration  neural networks  
Evaluating and analyzing the energy efficiency of CNN inference on high-performance GPU 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 26
作者:  Yao, Chunrong;  Liu, Wantao;  Tang, Weiqing;  Guo, Jinrong;  Hu, Songlin;  Lu, Yijun;  Jiang, Wei
收藏  |  浏览/下载：58/0  |  提交时间：2020/12/10
CNNs  energy efficiency  high-performance GPU  inference  
AVNet: A retinal artery/vein classification network with category-attention weighted fusion 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2020, 卷号: 195, 页码: 9
作者:  Kang, Hong;  Gao, Yingqi;  Guo, Song;  Xu, Xia;  Li, Tao;  Wang, Kai
收藏  |  浏览/下载：59/0  |  提交时间：2020/12/10
Retinal images  Artery/vein classification  Deep learning  Graph model  
Architecting Effectual Computation for Machine Learning Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 10, 页码: 2654-2667
作者:  Lu, Hang;  Zhang, Mingzhe;  Han, Yinhe;  Wang, Qi;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：89/0  |  提交时间：2020/12/10
Computational modeling  Throughput  Adders  Machine learning  Acceleration  Kernel  Computational efficiency  Accelerator architectures  neural network hardware  multiplying circuits  
On semi-supervised multiple representation behavior learning 期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 卷号: 46, 页码: 17
作者:  Lu, Ruqian;  Hou, Shengluan
收藏  |  浏览/下载：29/0  |  提交时间：2021/12/01
Semi-supervised learning  Semi-supervised multiple representation behavior learning  Semi-supervised grammar learning  
ParaML: A Polyvalent Multicore Accelerator for Machine Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777
作者:  Zhou, Shengyuan;  Guo, Qi;  Du, Zidong;  Liu, Daofu;  Chen, Tianshi;  Li, Ling;  Liu, Shaoli;  Zhou, Jinhong;  Temam, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Neural networks  Machine learning  Testing  Support vector machines  Linear regression  Computers  Computer architecture  Accelerator  machine learning (ML) techniques  multicore accelerator  
Few-shot Food Recognition via Multi-view Representation Learning 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2020, 卷号: 16, 期号: 3, 页码: 20
作者:  Jiang, Shuqiang;  Min, Weiqing;  Lyu, Yongqiang;  Liu, Linhu
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Food recognition  few-shot learning  visual recognition  deep learning  
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  
CT-TEE Image Registration for Surgical Navigation of Congenital Heart Disease Based on a Cycle Adversarial Network 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2020, 卷号: 2020, 页码: 8
作者:  Lu, Yunfei;  Li, Bing;  Liu, Ningtao;  Chen, Jia-Wei;  Xiao, Li;  Gou, Shuiping;  Chen, Linlin;  Huang, Meiping;  Zhuang, Jian
收藏  |  浏览/下载：59/0  |  提交时间：2020/12/10