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CASIA OpenIR

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Class-Oriented Self-Learning Graph Embedding for Image Compact Representation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
作者:  Hu, Liangchen;  Dai, Zhenlei;  Tian, Lei;  Zhang, Wensheng
收藏  |  浏览/下载：165/0  |  提交时间：2023/03/20
Sparse matrices  Manifolds  Machine learning algorithms  Laplace equations  Heuristic algorithms  Data models  Data mining  Adaptive graph learning  separability examination  marginal information preserving  L-2,L-p-norm sparsity  compact representation  
Hierarchical Neighbors Embedding 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:  Liu, Shenglan;  Yu, Yang;  Liu, Kaiyuan;  Wang, Feilong;  Wen, Wujun;  Qiao, Hong
收藏  |  浏览/下载：165/0  |  提交时间：2023/01/09
Data sparsity  hierarchical neighbors  manifold learning  topological and geometrical properties. the introduced to  
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1107-1118
作者:  Tao, Wei;  Wu, Gao-Wei;  Tao, Qing
收藏  |  浏览/下载：174/0  |  提交时间：2022/06/10
Heavy-ball (HB) methods  individual convergence  machine learning  momentum methods  nonsmooth optimization  sparsity  
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:  Hu, Liangchen;  Zhang, Wensheng;  Dai, Zhenlei
收藏  |  浏览/下载：160/0  |  提交时间：2022/02/16
Feature selection and extraction  joint L-2,L-1-norms sparsity  locality-aware graph learning  marginal representation learning  
A novel classifier ensemble method with sparsity and diversity 期刊论文
NEUROCOMPUTING, 2014, 卷号: 134, 页码: 214-221
作者:  Yin, Xu-Cheng;  Huang, Kaizhu;  Hao, Hong-Wei;  Iqbal, Khalid;  Wang, Zhi-Bin
收藏  |  浏览/下载：49/0  |  提交时间：2020/10/27
Classifier Ensemble  Sparsity Learning  Diversity Learning  Neural Network Ensembles  Genetic Algorithm  
DE2: Dynamic ensemble of ensembles for learning nonstationary data 期刊论文
NEUROCOMPUTING, 2015, 卷号: 165, 页码: 14-22
作者:  Yin, Xu-Cheng;  Huang, Kaizhu;  Hao, Hong-Wei
收藏  |  浏览/下载：73/0  |  提交时间：2020/10/27
Ensemble Of Ensembles  Growing Ensemble  Sparsity Learning  Nonstationary Environment  Concept Drift  Incremental Learning  
The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568
作者:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
收藏  |  浏览/下载：215/0  |  提交时间：2020/08/03
Convergence  Extrapolation  Optimization  Acceleration  Machine learning  Task analysis  Machine learning algorithms  Individual convergence  machine learning  Nesterov's extrapolation  nonsmooth optimization  sparsity  
Salient Object Detection via Structured Matrix Decomposition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 4, 页码: 818-832
作者:  Peng, Houwen;  Li, Bing;  Ling, Haibin;  Hu, Weiming;  Xiong, Weihua;  Maybank, Stephen J.
Adobe PDF(3573Kb)  |  收藏  |  浏览/下载：454/174  |  提交时间：2017/05/05
Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning  
Learning representative and discriminative image representation by deep appearance and spatial coding 期刊论文
Computer Vision and Image Understanding, 2015, 卷号: 136, 期号: 1, 页码: 23-31
作者:  Bingyuan Liu;  Jing Liu;  Hanqing Lu
Adobe PDF(1491Kb)  |  收藏  |  浏览/下载：258/109  |  提交时间：2017/02/20
Image Classification  Deep Learning  Structured Sparsity  
Enhancing Person Re-identification by Robust Structural Metric Learning 会议论文
ICIG 2013, Qingdao, China, 26-28 July 2013
作者:  Gang Yuan;  Zhaoxiang Zhang;  Yunhong Wang
收藏  |  浏览/下载：117/0  |  提交时间：2017/02/09
Robust  Person Re-identification  Structural Metric Learning  Input Sparsity