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资助机构:National Key Research and Development Program of China
文献类型:期刊论文
专题:多模态人工智能系统全国重点实验室
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Graph Structure Aware Contrastive Multi-View Clustering
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 3, 页码: 260-274
作者:
Chen, Rui
;
Tang, Yongqiang
;
Cai, Xiangrui
;
Yuan, Xiaojie
;
Feng, Wenlong
;
Zhang, Wensheng
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/07/04
Correlation
Semantics
Big Data
Representation learning
Data models
Data mining
Analytical models
Contrastive learning
deep representation
graph embedding
multi-view clustering
Clustering Enhanced Multiplex Graph Contrastive Representation Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Yuan, Ruiwen
;
Tang, Yongqiang
;
Wu, Yajing
;
Zhang, Wensheng
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2024/03/27
Contrastive learning
graph representation learning
multiplex graph
multiview graph clustering
Dual Structural Knowledge Interaction for Domain Adaptation
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 9057-9070
作者:
Zuo, Yukun
;
Yao, Hantao
;
Zhuang, Liansheng
;
Xu, Changsheng
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2024/02/21
Manifolds
Feature extraction
Adaptation models
Representation learning
Task analysis
Semisupervised learning
Pattern recognition
Domain adaptation
structural knowledge
dual structural knowledge interaction
Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Zhang, Wensheng
收藏
  |  
浏览/下载:87/0
  |  
提交时间:2023/11/17
Affine subspace
low-rank representation
low-rank tensor
multi-view learning
subspace clustering
Semisupervised Progressive Representation Learning for Deep Multiview Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Chen, Rui
;
Tang, Yongqiang
;
Xie, Yuan
;
Feng, Wenlong
;
Zhang, Wensheng
收藏
  |  
浏览/下载:134/0
  |  
提交时间:2023/11/17
Representation learning
Training
Data models
Task analysis
Complexity theory
Semisupervised learning
Optimization
Deep clustering
multiview clustering
progressive sample learning
semisupervised learning
Class-Oriented Self-Learning Graph Embedding for Image Compact Representation
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
作者:
Hu, Liangchen
;
Dai, Zhenlei
;
Tian, Lei
;
Zhang, Wensheng
收藏
  |  
浏览/下载:205/0
  |  
提交时间:2023/03/20
Sparse matrices
Manifolds
Machine learning algorithms
Laplace equations
Heuristic algorithms
Data models
Data mining
Adaptive graph learning
separability examination
marginal information preserving
L-2,L-p-norm sparsity
compact representation
Joint Expression Synthesis and Representation Learning for Facial Expression Recognition
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 3, 页码: 1681-1695
作者:
Zhang, Xi
;
Zhang, Feifei
;
Xu, Changsheng
Adobe PDF(4827Kb)
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收藏
  |  
浏览/下载:269/3
  |  
提交时间:2022/06/06
Face recognition
Task analysis
Generative adversarial networks
Image synthesis
Image recognition
Faces
Training
Facial expression recognition
facial image synthesis
generative adversarial network
representation learning
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:
Hu, Liangchen
;
Zhang, Wensheng
;
Dai, Zhenlei
收藏
  |  
浏览/下载:198/0
  |  
提交时间:2022/02/16
Feature selection and extraction
joint L-2,L-1-norms sparsity
locality-aware graph learning
marginal representation learning
Pay attention to doctor & ndash;patient dialogues: Multi-modal knowledge graph attention image-text embedding for COVID-19 diagnosis
期刊论文
INFORMATION FUSION, 2021, 卷号: 75, 页码: 168-185
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Zhang, Zhi-Cheng
;
Zhang, Jun Jason
;
Hu, Ming
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:283/0
  |  
提交时间:2021/11/02
COVID-19 diagnose
Knowledge attention mechanism
Knowledge-based representation learning
Knowledge embedding
Prior-knowledge and attention based meta-learning for few-shot learning
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 12
作者:
Qin, Yunxiao
;
Zhang, Weiguo
;
Zhao, Chenxu
;
Wang, Zezheng
;
Zhu, Xiangyu
;
Shi, Jingping
;
Qi, Guojun
;
Lei, Zhen
收藏
  |  
浏览/下载:289/0
  |  
提交时间:2021/04/06
Meta-learning
Few-shot learning
Prior-knowledge
Representation
Attention mechanism