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Faculty of Scie... [18]
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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
|
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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