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Self-supervised Gaussian Restricted Boltzmann Machine via joint contrastive representation and contrastive divergence Journal article
Wang, Xinlei, Chu, Jielei, Yu, Hua, Gong, Zhiguo, Li, Tianrui. Self-supervised Gaussian Restricted Boltzmann Machine via joint contrastive representation and contrastive divergence[J]. Knowledge-Based Systems, 2024, 299, 112121.
Authors:  Wang, Xinlei;  Chu, Jielei;  Yu, Hua;  Gong, Zhiguo;  Li, Tianrui
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/07/04
Clustering  Contrastive Divergence  Contrastive Representation Learning  Representation Probability Distribution  
Micro-supervised Disturbance Learning: A Perspective of Representation Probability Distribution Journal article
Jielei Chu, Jing Liu, Hongjun Wang, Hua Meng, Zhiguo Gong, Tianrui Li. Micro-supervised Disturbance Learning: A Perspective of Representation Probability Distribution[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 45(6), 7542 - 7558.
Authors:  Jielei Chu;  Jing Liu;  Hongjun Wang;  Hua Meng;  Zhiguo Gong; et al.
Favorite | TC[WOS]:6 TC[Scopus]:9  IF:20.8/22.2 | Submit date：2023/01/30
Clustering  Micro-supervised Disturbance Learning  Representation Probability Distribution  Small-perturbation  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
Jielei Chu, Hongjun Wang, Jing Liu, Zhiguo Gong, Tianrui Li. Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM[J]. IEEE Transactions on Knowledge and Data Engineering, 2022, 34(6), 3002-3015.
Authors:  Jielei Chu;  Hongjun Wang;  Jing Liu;  Zhiguo Gong;  Tianrui Li
Favorite | TC[WOS]:14 TC[Scopus]:20  IF:8.9/8.8 | Submit date：2021/03/09
Multi-clustering Integration Rbm  Unsupervised Feature Learning  Cd1 Learning  Image Clustering  
Multi-local Collaborative AutoEncoder Journal article
Chu, Jielei, Wang, Hongjun, Liu, Jing, Gong, Zhiguo, Li, Tianrui. Multi-local Collaborative AutoEncoder[J]. Knowledge-Based Systems, 2021, 239, 107844.
Authors:  Chu, Jielei;  Wang, Hongjun;  Liu, Jing;  Gong, Zhiguo;  Li, Tianrui
Favorite | TC[WOS]:3 TC[Scopus]:8  IF:7.2/7.4 | Submit date：2022/03/28
Autoencoder  Deep Collaborative Representation  Feature Learning  Restricted Boltzmann Machine  Unsupervised Clustering