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Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
Adobe PDF(4768Kb)  |  Favorite  |  View/Download:27/2  |  Submit date:2021/01/17
Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
iCmSC: Incomplete Cross-Modal Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 305-317
Authors:  Wang QQ(王倩倩);  Lian, Huanhuan;  Sun G(孙干);  Gao QX(高全学);  Jiao, Licheng
Adobe PDF(6218Kb)  |  Favorite  |  View/Download:40/2  |  Submit date:2020/12/31
Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
Adobe PDF(2443Kb)  |  Favorite  |  View/Download:20/1  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
基于Steger算法的弯管图像中心线检测方法 期刊论文
组合机床与自动化加工技术, 2020, 期号: 5, 页码: 106-108
Authors:  杨宏;  夏仁波;  赵亮
Adobe PDF(699Kb)  |  Favorite  |  View/Download:37/9  |  Submit date:2020/05/30
中心线  张量投票  Steger  亚像素  
Fast Multi-View Outlier Detection via Deep Encoder 期刊论文
IEEE Transactions on Big Data, 2020, 页码: 1-11
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Dong JH(董家华);  Li, Jun;  Li, Kai
Adobe PDF(15289Kb)  |  Favorite  |  View/Download:74/13  |  Submit date:2020/07/18
Outlier detection  Multiple views  Large-scale dataset  Deep encoder  
移动机器人长期自主环境适应研究进展和展望 期刊论文
自动化学报, 2020, 卷号: 46, 期号: 2, 页码: 205-221
Authors:  曹风魁;  庄严;  闫飞;  杨奇峰;  王伟
Adobe PDF(937Kb)  |  Favorite  |  View/Download:79/13  |  Submit date:2019/12/14
环境适应  长期自主  地图构建  重定位  场景理解  移动机器人  
一种改进的Capsule及其在SAR图像目标识别中的应用 期刊论文
红外与激光工程, 2020, 卷号: 49, 期号: 5, 页码: 1-8
Authors:  张盼盼;  罗海波;  鞠默然;  惠斌;  常铮
Adobe PDF(2173Kb)  |  Favorite  |  View/Download:74/10  |  Submit date:2020/06/13
目标识别  Capsule网络  完全实例化  类脑计算  卷积神经网络  
Reliable Multi-Kernel Subtask Graph Correlation Tracker 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 8120-8133
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tian JD(田建东);  Tang YD(唐延东)
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Target tracking  Correlation  Kernel  Feature extraction  Robustness  Laplace equations  Layered multi-subtask learning  correction filter tracking  temporal-spatial consistency  object tracking  
Saliency-Based Diver Target Detection and Localization Method 期刊论文
Mathematical Problems in Engineering, 2020, 卷号: 2020, 页码: 1-14
Authors:  Zhu JJ(朱建江 );  Yu SQ(余思泉);  Gao, Lei;  Han Z(韩志);  Tang YD(唐延东)
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Model-Agnostic Metalearning-Based Text-Driven Visual Navigation Model for Unfamiliar Tasks 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 166742-166752
Authors:  Xue TF(薛天放);  Yu HB(于海斌)
Adobe PDF(2554Kb)  |  Favorite  |  View/Download:72/5  |  Submit date:2020/10/10
Navigation  Task analysis  Visualization  Adaptation models  Semantics  Robots  Feature extraction  Mapless-visual navigation  semantic segmentation  text-driven  model-agnostic meta-learning