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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]:3 TC[Scopus]:3 | 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]:0 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]:4 | 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]:28 TC[Scopus]:28 | 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]:1 TC[Scopus]:7 | Submit date:2021/03/11
Asymmetric  Deep Learning  Hashing  Similarity  
Super sparse convolutional neural networks Conference paper
33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, HI, JAN 27-FEB 01, 2019
Authors:  Lu,Yao;  Lu,Guangming;  Zhang,Bob;  Xu,Yuanrong;  Li,Jinxing
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/03/11
Body surface feature-based multi-modal Learning for Diabetes Mellitus detection Journal article
INFORMATION SCIENCES, 2019,Volume: 472,Page: 1-14
Authors:  Li, Jinxing;  Zhang, Bob;  Lu, Guangming;  You, Jane;  Zhang, David
Favorite |  | TC[WOS]:11 TC[Scopus]:15 | Submit date:2019/01/17
Diabetes Mellitus  Multi-modal  Body Surface Feature  Gaussian Process  
Generative multi-view and multi-feature learning for classification Journal article
INFORMATION FUSION, 2019,Volume: 45,Page: 215-226
Authors:  Li, Jinxing;  Zhang, Bob;  Lu, Guangming;  Zhang, David
Favorite |  | TC[WOS]:35 TC[Scopus]:41 | Submit date:2018/10/30
Multi-view(Modal)  Multi-feature  Generative Model  Bayesian Model  Classification  
Shared linear encoder-based Gaussian process latent variable model for visual classification Conference paper
MM 2018 - Proceedings of the 2018 ACM Multimedia Conference, Seoul, SOUTH KOREA, OCT 22-26, 2018
Authors:  Jinxing Li;  Bob Zhang;  Guangming Lu;  David Zhang
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2019/04/04
Classification  Gaussian Process  Latent Variable  Multi-view