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Structure-guided deep multi-view clustering

delete2025-07-05
delete0
PRE
AI
J
Jinrong Cui
X
Xiaohuang Wu
H
Haitao Zhang
C
Chongjie Dong
文杰 封面图
文杰 (Jie Wen)
DOI：10.1016/j.inffus.2025.103461delete
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摘要

摘要

En 中文
• 引入了一种基于结构的深度多视图聚类模型，以更好地利用多视图结构信息。 • 设计了一种基于交叉视图一致性的邻居选择策略，以动态重新定义正样本对。 • 采用高斯分布模型来揭示潜在的结构关系。
Keyword:
Multi-view clustering
Deep learning
Contrastive learning
Representation alignment

期刊

Information Fusion 封面图
Information Fusion
IF:
15.5
论文数:
4.2K
被引数:
2.7W

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