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Highly shared Convolutional Neural Networks Journal article
Expert Systems with Applications, 2021,Volume: 175
Authors:  Lu, Yao;  Lu, Guangming;  Zhou, Yicong;  Li, Jinxing;  Xu, Yuanrong;  Zhang, David
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/12/08
Cnns  Deep Learning  Group Convolutions  Highly Shared Convolutions  Hsc-nets  
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 2,Page: 534-547
Authors:  Li, Jinxing;  Lu, Guangming;  Zhang, Bob;  You, Jane;  Zhang, David
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2021/12/07
Classification  Gaussian Process (Gp)  Latent Variable Model  Multikernel  Multiview  
Consensus guided incomplete multi-view spectral clustering Journal article
Neural Networks, 2021,Volume: 133,Page: 207-219
Authors:  Wen,Jie;  Sun,Huijie;  Fei,Lunke;  Li,Jinxing;  Zhang,Zheng;  Zhang,Bob
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/03/11
Co-regularization  Incomplete Multi-view Clustering  Manifold Learning  Spectral Clustering  
Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks Journal article
IEEE Transactions on Cybernetics, 2021
Authors:  Lu, Yao;  Zhang, Zheng;  Lu, Guangming;  Zhou, Yicong;  Li, Jinxing;  Zhang, David
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/13
Additional Regularization (Addi-reg)  Convergence  Convolutional Neural Networks (Cnns)  Deep Learning  Learning Systems  Multiplicative Regularization (Multi-reg)  Neural Networks  Optimization  Perturbation Methods  Regularization.  Residual Neural Networks  Training  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/03/11
Classification  Gaussian Process  Multi-view  View-shared  View-specific  
Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 11,Page: 4791-4805
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  You,Jane;  Xu,Yong;  Wu,Feng;  Zhang,David
Favorite |  | TC[WOS]:3 TC[Scopus]:1 | Submit date:2021/03/11
Asymmetric  Deep Learning  Hashing Learning  Point-to-angle  Triplet Loss  
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Xu,Yong;  Wu,Feng;  Zhang,David
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Adaptation Models  Correlation  Data Models  Gaussian Process (Gp)  Gaussian Processes  Hamming Distance  Hamming Distance  Harmonization  Image Color Analysis  Latent Variable  Learning Systems  Multiview.  
Similarity and diversity induced paired projection for cross-modal retrieval Journal article
Information Sciences, 2020,Volume: 539,Page: 215-228
Authors:  Li,Jinxing;  Li,Mu;  Lu,Guangming;  Zhang,Bob;  Yin,Hongpeng;  Zhang,David
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/03/11
Cross-modal  Diversity  Pair Projection  Similarity  
DRPL: Deep Regression Pair Learning for Multi-Focus Image Fusion Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 4816-4831
Authors:  Li,Jinxing;  Guo,Xiaobao;  Lu,Guangming;  Zhang,Bob;  Xu,Yong;  Wu,Feng;  Zhang,David
Favorite |  | TC[WOS]:53 TC[Scopus]:56 | Submit date:2021/03/11
Deep Learning  Image Fusion  Multi-focus  Pair Learning  Regression  
Dual Asymmetric Deep Hashing Learning Journal article
IEEE Access, 2019,Volume: 7,Page: 113372-113384
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Zhang,David
Favorite |  | TC[WOS]:2 TC[Scopus]:9 | Submit date:2021/03/11
Asymmetric  Deep Learning  Hashing  Similarity