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Learning to learn by yourself: Unsupervised meta-learning with self-knowledge distillation for COVID-19 diagnosis from pneumonia cases 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 页码: 32
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Zhang, Zhi-Cheng;  Zhang, Jun J.;  Hu, Ming;  Wang, Fei-Yue
Favorite  |  View/Download:0/0  |  Submit date:2021/06/15
biomedical imaging  COVID‐  19  knowledge distillation  meta‐  learning  unsupervised learning  
A Vibration Control Method for Hybrid-Structured Flexible Manipulator Based on Sliding Mode Control and Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 841-852
Authors:  Long, Teng;  Li, En;  Hu, Yunqing;  Yang, Lei;  Fan, Junfeng;  Liang, Zize;  Guo, Rui
Favorite  |  View/Download:4/0  |  Submit date:2021/03/29
Vibrations  Mathematical model  Manipulator dynamics  Torque  Robustness  Neural networks  Hybrid-structured flexible manipulator  reinforcement learning  sliding mode control  vibration control method  
Distractor-aware discrimination learning for online multiple object tracking 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 107, 页码: 10
Authors:  Zhou, Zongwei;  Luo, Wenhan;  Wang, Qiang;  Xing, Junliang;  Hu, Weiming
Favorite  |  View/Download:24/0  |  Submit date:2020/08/31
Multi-object tracking  Distractor-aware discrimination learning  Relational attention learning  
Multimodal graph convolutional networks for high quality content recognition 期刊论文
NEUROCOMPUTING, 2020, 卷号: 412, 页码: 42-51
Authors:  Wang, Jinguang;  Hu, Jun;  Qian, Shengsheng;  Fang, Quan;  Xu, Changsheng
Favorite  |  View/Download:18/0  |  Submit date:2021/01/07
High quality content recognition  Graph convolutional networks  Positive unlabeled learning  
SVD based scale transform invariant observable degree for LTI system 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 64, 期号: 3, 页码: 3
Authors:  Ge, Quanbo;  Zhuo, Peng;  He, Hongli;  Hu, Zhentao;  Duan, Zhansheng;  Yu, Junzhi
Favorite  |  View/Download:32/0  |  Submit date:2020/06/22
Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 939-955
Authors:  Gao, Jin;  Wang, Qiang;  Xing, Junliang;  Ling, Haibin;  Hu, Weiming;  Maybank, Stephen
Favorite  |  View/Download:39/0  |  Submit date:2020/06/02
Task analysis  Correlation  Target tracking  Probability distribution  Visualization  Collaboration  Visual tracking  Gaussian processes  correlation filters  transfer learning  tracking-by-fusion  
Anomaly Detection Using Local Kernel Density Estimation and Context-Based Regression 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 32, 期号: 2, 页码: 218-233
Authors:  Hu, Weiming;  Gao, Jun;  Li, Bing;  Wu, Ou;  Du, Junping;  Maybank, Stephen
Favorite  |  View/Download:59/0  |  Submit date:2020/03/30
Anomaly detection  Kernel  Estimation  Saliency detection  Visualization  Data models  Computational modeling  Anomaly detection  local kernel density estimation  weighted neighborhood density  hierarchical context-based local kernel regression  
Controller Optimization for Multirate Systems Based on Reinforcement Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 417-427
Authors:  Zhan Li;  Sheng-Ri Xue;  Xing-Hu Yu;  Hui-Jun Gao
View  |  Adobe PDF(1013Kb)  |  Favorite  |  View/Download:2/1  |  Submit date:2021/02/22
Multirate system  reinforcement learning  policy iteration  optimal control  controller optimization.  
Dual L-1-Normalized Context Aware Tensor Power Iteration and Its Applications to Multi-object Tracking and Multi-graph Matching 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 页码: 33
Authors:  Hu, Weiming;  Shi, Xinchu;  Zhou, Zongwei;  Xing, Junliang;  Ling, Haibin;  Maybank, Stephen
Favorite  |  View/Download:160/0  |  Submit date:2019/12/16
Multi-dimensional assignment  Context  hyper-context aware tensor power iteration  Multi-object tracking  Multi-graph matching  
Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching 会议论文
, Nice, France, October 21 - 25, 2019
Authors:  Jun Hu;  Shengsheng Qian;  Quan Fang;  Changsheng Xu
View  |  Adobe PDF(1404Kb)  |  Favorite  |  View/Download:230/113  |  Submit date:2019/09/26