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Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 4649-4659
Authors:  Peng, Xinyu;  Li, Li;  Wang, Fei-Yue
Favorite  |  View/Download:8/0  |  Submit date:2021/01/06
Training  Convergence  Approximation algorithms  Stochastic processes  Estimation  Optimization  Acceleration  Batch selection  machine learning  minibatch stochastic gradient descent (SGD)  speed of convergence  
Investigating the dynamic memory effect of human drivers via ON-LSTM 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 9, 页码: 11
Authors:  Dai, Shengzhe;  Li, Zhiheng;  Li, Li;  Cao, Dongpu;  Dai, Xingyuan;  Lin, Yilun
Favorite  |  View/Download:22/0  |  Submit date:2020/12/04
driving behavior  memory effect  trajectory prediction  historical information  ON-LSTM  
A fully automatic deep learning system for COVID-19 diagnostic and prognostic analysis 期刊论文
EUROPEAN RESPIRATORY JOURNAL, 2020, 卷号: 56, 期号: 2, 页码: 11
Authors:  Wang, Shuo;  Zha, Yunfei;  Li, Weimin;  Wu, Qingxia;  Li, Xiaohu;  Niu, Meng;  Wang, Meiyun;  Qiu, Xiaoming;  Li, Hongjun;  Yu, He;  Gong, Wei;  Bai, Yan;  Li, Li;  Zhu, Yongbei;  Wang, Liusu;  Tian, Jie
Favorite  |  View/Download:27/0  |  Submit date:2020/09/21
Deep learning -based multi -view fusion model for screening 2019 novel coronavirus pneumonia: A multicentre study 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2020, 卷号: 128, 期号: 109041, 页码: 9
Authors:  Wu, Xiangjun;  Hui, Hui;  Niu, Meng;  Li, Liang;  Wang, Li;  He, Bingxi;  Yang, Xin;  Li, Li;  Li, Hongjun;  Tian, Jie;  Zha, Yunfei
View  |  Adobe PDF(2315Kb)  |  Favorite  |  View/Download:33/5  |  Submit date:2020/07/20
Coronavirus disease 2019  Deep learning  Multi-view model  Computed tomography  
Deep learning -based multi -view fusion model for screening 2019 novel coronavirus pneumonia: A multicentre study 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2020, 卷号: 128, 期号: 109041, 页码: 9
Authors:  Wu, Xiangjun;  Hui, Hui;  Niu, Meng;  Li, Liang;  Wang, Li;  He, Bingxi;  Yang, Xin;  Li, Li;  Li, Hongjun;  Tian, Jie;  Zha, Yunfei
View  |  Adobe PDF(2315Kb)  |  Favorite  |  View/Download:26/1  |  Submit date:2020/07/20
Coronavirus disease 2019  Deep learning  Multi-view model  Computed tomography  
Novel reconstruction algorithm of magnetoacoustic tomography based on ring transducer array for acoustic speed inhomogeneous tissues 期刊论文
MEDICAL PHYSICS, 2020, 页码: 12
Authors:  Wang, Lili;  Liu, Guoqiang;  Chen, Siping;  Chen, Xin;  Ma, Xibo;  Xia, Hui
Favorite  |  View/Download:22/0  |  Submit date:2020/06/22
acoustic heterogeneity  bioimpedance  image reconstruction  magnetoacoustic tomography with magnetic induction (MAT-MI)  
CT radiomics can help screen the Coronavirus disease 2019 (COVID-19): a preliminary study 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 7, 页码: 8
Authors:  Fang, Mengjie;  He, Bingxi;  Li, Li;  Dong, Di;  Yang, Xin;  Li, Cong;  Meng, Lingwei;  Zhong, Lianzhen;  Li, Hailin;  Li, Hongjun;  Tian, Jie
Favorite  |  View/Download:29/0  |  Submit date:2020/06/02
coronavirus disease 2019  radiomics  pneumonia  diagnosis  
Proximity based automatic data annotation for autonomous driving 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 2, 页码: 395-404
Authors:  Sun, Chen;  Vianney, Jean M. Uwabeza;  Li, Ying;  Chen, Long;  Li, Li;  Wang, Fei-Yue;  Khajepour, Amir;  Cao, Dongpu
Favorite  |  View/Download:34/0  |  Submit date:2020/06/02
Affordance learning  autonomous vehicles  data synchronization  scene understanding  
Guidance control for parallel parking tasks 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 1, 页码: 301-306
Authors:  Tan, Jiyuan;  Xu, Chunling;  Li, Li;  Wang, Fei-Yue;  Cao, Dongpu;  Li, Lingxi
Favorite  |  View/Download:45/0  |  Submit date:2020/03/30
Automatic parking  guidance control  trajectory planning  
Proximity Based Automatic Data Annotation for Autonomous Driving 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 395-404
Authors:  Chen Sun;  Jean M. Uwabeza Vianney;  Ying Li;  Long Chen;  Li Li;  Fei-Yue Wang;  Amir Khajepour;  Dongpu Cao
View  |  Adobe PDF(12990Kb)  |  Favorite  |  View/Download:0/0  |  Submit date:2021/03/11
Affordance learning  autonomous vehicles  data synchronization  scene understanding