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Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
Authors:  Xie, Yuan;  Zhang, Wensheng;  Qu, Yanyun;  Dai, Longquan;  Tao, Dacheng
Favorite  |  View/Download:9/0  |  Submit date:2020/03/30
Tensile stress  Manifolds  Encoding  Laplace equations  Semisupervised learning  Correlation  Optimization  Manifold regularization  multilinear  multiview features  nonlinear subspace clustering  tensor singular-value decomposition (t-SVD)  
基于原型的在线自适应学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  沈媛媛
Adobe PDF(4464Kb)  |  Favorite  |  View/Download:69/0  |  Submit date:2019/12/31
在线半监督学习  在线主动学习  非遗忘学习  连续自适应  原型学习  
Dynamic Collaborative Tracking 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 10, 页码: 3035-3046
Authors:  Zhu, Guibo;  Zhang, Zhaoxiang;  Wang, Jinqiao;  Wu, Yi;  Lu, Hanqing
View  |  Adobe PDF(2492Kb)  |  Favorite  |  View/Download:152/59  |  Submit date:2018/10/11
Correlation filter (CF)  distracter suppression  online learning  visual tracking  
ESI工程学热点论文推送(2019年9月) 其他
2019-09-20
Authors:  张桂英
View  |  Adobe PDF(1481Kb)  |  Favorite  |  View/Download:93/46  |  Submit date:2019/09/20
脑电情绪识别中跨被试迁移学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  李劲鹏
Adobe PDF(4425Kb)  |  Favorite  |  View/Download:183/6  |  Submit date:2019/06/19
脑-机接口,情绪识别,深度学习,迁移学习,领域自适应,对抗训练  
An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 1, 页码: 302-320
Authors:  Nie, Xiangli;  Ding, Shuguang;  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Jiang, Zhong-Ping
View  |  Adobe PDF(16269Kb)  |  Favorite  |  View/Download:27/4  |  Submit date:2019/07/12
Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
极化合成孔径雷达图像相干斑抑制和分类方法综述 期刊论文
自动化学报, 2019, 卷号: 45, 期号: 8, 页码: 1419-1438
Authors:  聂祥丽;  黄夏渊;  张波;  乔红
View  |  Adobe PDF(1467Kb)  |  Favorite  |  View/Download:46/6  |  Submit date:2019/10/06
极化合成孔径雷达,相干斑抑制,分类方法  
基于深度特征融合的图像分类方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2018
Authors:  李成华
Adobe PDF(12872Kb)  |  Favorite  |  View/Download:316/7  |  Submit date:2018/05/31
图像分类  深度卷积神经网络  特征融合  图像包网络  一致性融合  动态门控融合  
Adaptive Graph Matching 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 5, 页码: 1432-1445
Authors:  Yang, Xu;  Liu, Zhi-Yong
View  |  Adobe PDF(2213Kb)  |  Favorite  |  View/Download:130/26  |  Submit date:2017/10/12
Graduated Projection  Graph Matching  Point Correspondence  Regularization Method  
Groupwise Retargeted Least-Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1352-1358
Authors:  Wang, Lingfeng;  Pan, Chunhong
View  |  Adobe PDF(618Kb)  |  Favorite  |  View/Download:121/46  |  Submit date:2018/01/04
Groupwise  Least-squares Regression (Lsr)  Multicategory Classification  Retargeted Least-squares Regression (Relsr)