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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)
Adobe PDF(2443Kb)  |  Favorite  |  View/Download:46/3  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
Monocular 3D Detection with Geometric Constraint Embedding and Semi-supervised Training 期刊论文
IEEE Robotics and Automation Letters, 2021, 页码: 1-8
Authors:  Li PX(李培玄);  Zhao HC(赵怀慈)
Adobe PDF(1136Kb)  |  Favorite  |  View/Download:55/4  |  Submit date:2021/03/14
Object Detection  Segmentation and Categorization  Autonomous Vehicle Navigation  Computer Vision for Automation  
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:62/4  |  Submit date:2020/12/31
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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Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
Adobe PDF(3569Kb)  |  Favorite  |  View/Download:96/5  |  Submit date:2021/02/27
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
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  
Automatic recognition of surface defects for hot-rolled steel strip based on deep attention residual convolutional neural network 期刊论文
Materials Letters, 2021, 卷号: 293, 页码: 1-4
Authors:  Huang Z(黄钲);  Wu JJ(吴嘉俊);  Xie, Feng
Adobe PDF(1111Kb)  |  Favorite  |  View/Download:19/2  |  Submit date:2021/04/13
Hot-rolled steel strip  Artificial intelligence  Deep attention residual convolutional  neural network  Surface defect recognition  
面向复杂任务的目标跟踪技术 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  陈法领
Adobe PDF(6052Kb)  |  Favorite  |  View/Download:74/13  |  Submit date:2020/12/18
计算机视觉  目标跟踪  时空上下文  相关滤波  卷积神经网络  
高维数据可视化技术研究与实现 学位论文
专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  魏世超
Adobe PDF(2449Kb)  |  Favorite  |  View/Download:64/9  |  Submit date:2020/06/27
高维数据  混合属性数据  降维可视化  可视化推荐  工业应用  
工控系统态势理解算法研究 学位论文
专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  敖建松
Adobe PDF(3412Kb)  |  Favorite  |  View/Download:41/4  |  Submit date:2020/06/27
工业控制系统  态势感知  去噪自编码器  MSET  聚类算法