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WANG Tian
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Journal article
8
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Deep generative clustering methods based on disentangled representations and augmented data
Journal article
International Journal of Machine Learning and Cybernetics,2024, volume: 15, issue: 10, pages: 4575-4588
Authors:
Xu, Kunxiong
;
Fan, Wentao
;
Liu, Xin
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View/Download:4/0
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Submit date:2024/11/04
Augmented data
Clustering
Disentangling module
Mutual information
Variational autoencoder (VAE)
Spiking generative networks empowered by multiple dynamic experts for lifelong learning
Journal article
Expert Systems with Applications,2024, volume: 238
Authors:
Zhang, Jie
;
Fan, Wentao
;
Liu, Xin
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View/Download:10/0
  |  
Submit date:2024/03/12
Dynamic network architecture
Image classification
Image generation
Lifelong learning
Spiking neural networks
Unsupervised meta-learning via spherical latent representations and dual VAE-GAN
Journal article
Applied Intelligence,2023, volume: 53, issue: 19, pages: 22775-22788
Authors:
Fan, Wentao
;
Huang, Hanyuan
;
Liang, Chen
;
Liu, Xin
;
Peng, Shu Juan
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  |  
View/Download:7/0
  |  
Submit date:2023/11/21
GAN
Meta-learning
Unsupervised learning
VAE
Von Mises-Fisher
Audio-visual speaker recognition via multi-modal correlated neural networks
Conference paper
Proceedings - 2016 IEEE/WIC/ACM International Conference on Web Intelligence Workshops, WIW 2016, Omaha, OCT 13-16, 2016
Authors:
Geng, Jiajia
;
Liu, Xin
;
Cheung, Yiu Ming
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  |  
View/Download:4/0
  |  
Submit date:2021/10/19
Efficient single image dehazing via scene-adaptive segmentation and improved dark channel model
Conference paper
Proceedings of the International Joint Conference on Neural Networks
Authors:
Zhang,He
;
Liu,Xin
;
Cheung,Yiu Ming
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  |  
View/Download:1/0
  |  
Submit date:2021/10/19
Unsupervised Facial Pose Grouping via Garbor Subspace Affinity and Self-Tuning Spectral Clustering
Conference paper
Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015
Authors:
Liu,Xin
;
Cheung,Yiu Ming
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View/Download:0/0
  |  
Submit date:2021/10/19
Facial pose grouping
Garbor subspace affinity
self-Tuning spectral clustering
Online learning 3D context for robust visual tracking
Journal article
Neurocomputing,2015, volume: 151, issue: P2, pages: 710-718
Authors:
Zhong, Bineng
;
Shen, Yingju
;
Chen, Yan
;
Xie, Weibo
;
Cui, Zhen
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View/Download:3/0
  |  
Submit date:2021/12/02
3D context
Depth information
Visual tracking
An exemplar-based hidden markov model with discriminative visual features for lipreading
Conference paper
Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014
Authors:
Liu,Xin
;
Cheung,Yiu Ming
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View/Download:1/0
  |  
Submit date:2021/10/19
Exemplar
FED vector
HMM
Lipreading
Active contours with a joint and region-scalable distribution metric for interactive natural image segmentation
Journal article
IET Image Processing,2014, volume: 8, issue: 12, pages: 824-832
Authors:
Liu,Xin
;
Peng,Shu Juan
;
Cheung,Yiu Ming
;
Tang,Yuan Yan
;
Du,Ji Xiang
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View/Download:2/0
  |  
Submit date:2021/10/19
Automatic mitral valve leaflet tracking in Echocardiography via constrained outlier pursuit and region-scalable active contours
Journal article
Neurocomputing,2014, volume: 144, pages: 47-57
Authors:
Liu,Xin
;
Cheung,Yiu ming
;
Peng,Shu Juan
;
Peng,Qinmu
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  |  
View/Download:2/0
  |  
Submit date:2021/10/19
Constrained outlier pursuit
Low-rank representation
Mitral valve leaflet
Region-scalable active contour
Surgical intervention