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Cross-modality interactive attention network for multispectral pedestrian detection 期刊论文
INFORMATION FUSION, 2019, 卷号: 50, 页码: 20-29
Authors:  Zhang, Lu;  Liu, Zhiyong;  Zhang, Shifeng;  Yang, Xu;  Qiao, Hong;  Huang, Kaizhu;  Hussain, Amir
Favorite  |  View/Download:36/0  |  Submit date:2019/07/11
Pedestrian detection  Modality fusion  Cross-modality attention  Deep neural networks  
Stochastic Conjugate Gradient Algorithm With Variance Reduction 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 5, 页码: 1360-1369
Authors:  Jin, Xiao-Bo;  Zhang, Xu-Yao;  Huang, Kaizhu;  Geng, Guang-Gang
Favorite  |  View/Download:13/0  |  Submit date:2019/07/11
Computational efficiency  covariance reduction  empirical risk minimization (ERM)  linear convergence  stochastic conjugate gradient (CG)  
Guided Policy Search for Sequential Multitask Learning 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2019, 卷号: 49, 期号: 1, 页码: 216-226
Authors:  Xiong, Fangzhou;  Sun, Biao;  Yang, Xu;  Qiao, Hong;  Huang, Kaizhu;  Hussain, Amir;  Liu, Zhiyong
Favorite  |  View/Download:17/0  |  Submit date:2019/07/12
Elastic weight consolidation (EWC)  guided policy search (GPS)  reinforcement learning (RL)  sequential multitask learning  
A fast projected fixed-point algorithm for large graph matching 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 60, 页码: 971-982
Authors:  Lu, Yao;  Huang, Kaizhu;  Liu, Cheng-Lin
Favorite  |  View/Download:74/0  |  Submit date:2016/12/26
Graph Matching  Projected Fixed-point  Large Graph Algorithm  Feature Correspondence  Point Matching  
DE2: Dynamic ensemble of ensembles for learning nonstationary data 期刊论文
NEUROCOMPUTING, 2015, 卷号: 165, 页码: 14-22
Authors:  Yin, Xu-Cheng;  Huang, Kaizhu;  Hao, Hong-Wei
Favorite  |  View/Download:275/0  |  Submit date:2015/09/17
Ensemble Of Ensembles  Growing Ensemble  Sparsity Learning  Nonstationary Environment  Concept Drift  Incremental Learning  
MTC: A Fast and Robust Graph-Based Transductive Learning Method 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 1979-1991
Authors:  Zhang, Yan-Ming;  Huang, Kaizhu;  Geng, Guang-Gang;  Liu, Cheng-Lin
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Graph-based Method  Large-scale Manifold Learning  Semisupervised Learning (Ssl)  Transductive Learning (Tl)  
Learning Locality Preserving Graph from Data 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART-B, 2014, 卷号: 44, 期号: 11, 页码: 2088-2098
Authors:  Zhang, Yan-Ming;  Huang, Kaizhu;  Hou, Xinwen;  Liu, Cheng-Lin
View  |  Adobe PDF(9074Kb)  |  Favorite  |  View/Download:104/18  |  Submit date:2015/08/12
Convex ensemble learning with sparsity and diversity 期刊论文
INFORMATION FUSION, 2014, 卷号: 20, 页码: 49-59
Authors:  Yin, Xu-Cheng;  Huang, Kaizhu;  Yang, Chun;  Hao, Hong-Wei
Favorite  |  View/Download:89/0  |  Submit date:2015/08/12
Classifier Ensemble  Sparsity  Diversity  Convex Quadratic Programming  
A novel classifier ensemble method with sparsity and diversity 期刊论文
NEUROCOMPUTING, 2014, 卷号: 134, 页码: 214-221
Authors:  Yin, Xu-Cheng;  Huang, Kaizhu;  Hao, Hong-Wei;  Iqbal, Khalid;  Wang, Zhi-Bin
Favorite  |  View/Download:86/0  |  Submit date:2015/08/12
Classifier Ensemble  Sparsity Learning  Diversity Learning  Neural Network Ensembles  Genetic Algorithm  
Combination of Classification and Clustering Results with Label Propagation 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2014, 卷号: 21, 期号: 5, 页码: 610-614
Authors:  Zhang, Xu-Yao;  Yang, Peipei;  Zhang, Yan-Ming;  Huang, Kaizhu;  Liu, Cheng-Lin
View  |  Adobe PDF(1012Kb)  |  Favorite  |  View/Download:122/20  |  Submit date:2015/08/12
Classification  Clustering  Label Propagation