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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)
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Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
What and How: Generalized Lifelong Spectral Clustering via Dual Memory 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
Authors:  Sun G(孙干);  Cong Y(丛杨);  Dong JH(董家华);  Liu YY(刘宇阳);  Ding ZM(丁正明);  Yu HB(于海斌)
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Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
基于多块信息提取的AUV资源勘查系统故障检测 期刊论文
控制与决策, 2021, 卷号: 36, 期号: 4, 页码: 790-800
Authors:  郭大权;  杨宗圣;  周晓锋;  李帅;  徐春晖
Adobe PDF(1459Kb)  |  Favorite  |  View/Download:148/27  |  Submit date:2019/12/14
AUV  主元分析  故障检测  信息提取  多块建模  
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
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Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
Representation Learning Based on Autoencoder and Deep Adaptive Clustering for Image Clustering 期刊论文
Mathematical Problems in Engineering, 2021, 卷号: 2021, 页码: 1-11
Authors:  Yu SQ(余思泉);  Liu, Jiaxin;  Han Z(韩志);  Li, Yong;  (5) Tang YD(唐延东)(2,3);  Wu CD(吴成东)
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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)
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Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
光学与超声图像复原方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘鹏飞
Adobe PDF(5122Kb)  |  Favorite  |  View/Download:71/12  |  Submit date:2020/12/18
图像去模糊  高光谱重建  卷积神经网络  特征金字塔  特征迁移  
面向成像制导的目标跟踪方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  陈宏宇
Adobe PDF(7066Kb)  |  Favorite  |  View/Download:71/12  |  Submit date:2020/12/18
成像制导  可变形模型  相关滤波  重检测  长时目标跟踪  
基于神经信号识别的颅内电极精准植入关键技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  曹蕾
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颅内电极精准植入  立体定向手术机器人  电极—组织交互  柔性植入路径规划  神经信号识别靶点  
基于在线低秩表达的视频恢复算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  高振远
Adobe PDF(2628Kb)  |  Favorite  |  View/Download:53/9  |  Submit date:2020/06/27
在线鲁棒主成分分析  低秩稀疏分解  视频恢复  非局部先验  稀疏噪声