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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)
Adobe PDF(6182Kb) | Favorite | View/Download：14/0 | Submit date：2021/03/21 |
| 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)
Adobe PDF(4768Kb) | Favorite | View/Download：64/5 | Submit date：2021/01/17
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 |
