SIA OpenIR

Browse/Search Results:  1-10 of 94 Help

Selected(0)Clear Items/Page:    Sort:
基于EEG EMG信号解码的脑机自然交互关键技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  褚亚奇
Adobe PDF(8612Kb)  |  Favorite  |  View/Download:21/5  |  Submit date:2021/06/12
人机交互  脑机接口  非完整脑电  同侧肢体多类运动想象  混合脑/肌电  
低秩建模中的先验信息嵌入理论及算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  张少杰
Adobe PDF(3462Kb)  |  Favorite  |  View/Download:2/0  |  Submit date:2021/06/12
非凸优化  T-SVD分解  边信息  图像去噪  鲁棒主成分分析  
基于数据驱动的工业仪表在线故障检测方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  韩晓佳
Adobe PDF(6086Kb)  |  Favorite  |  View/Download:19/4  |  Submit date:2021/06/12
传感器和执行器  故障检测  噪声分析  小波变换  典型变量分析  
高维图像特征的低秩表达算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  罗琼
Adobe PDF(7019Kb)  |  Favorite  |  View/Download:10/2  |  Submit date:2021/06/12
低秩分解  特征空间  张量表达  噪声建模  
多源数据异常检测及应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  侯冬冬
Adobe PDF(5504Kb)  |  Favorite  |  View/Download:8/1  |  Submit date:2021/06/12
异常检测  工业数据  时序数据  视频数据  多视图数据  
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:69/4  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
Recurrent Generative Adversarial Network for Face Completion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 429-442
Authors:  Wang Q(王强);  Fan HJ(范慧杰);  Sun G(孙干);  Ren WH(任卫红);  Tang YD(唐延东)
Adobe PDF(12315Kb)  |  Favorite  |  View/Download:86/6  |  Submit date:2021/01/17
Face  Feature extraction  Recurrent neural networks  Generative adversarial networks  Semantics  Image restoration  Gallium nitride  Recurrent neural network  generative adversarial network  face completion  short link  
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:77/6  |  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
View  |  Adobe PDF(6218Kb)  |  Favorite  |  View/Download:67/4  |  Submit date:2020/12/31
Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
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)
Adobe PDF(14262Kb)  |  Favorite  |  View/Download:110/7  |  Submit date:2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks