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An Interpretable Deep Unfolding Framework for Multi-view Representation Learning

delete2026-02-17
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PRE
AI
S
Shide Du
Z
Zhenghong Lin
Z
Zihan Fang
Y
Yiqing Shi
王
王石平 (Shiping Wang)
DOI:10.1016/j.inffus.2026.104242delete
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摘要

摘要

En 中文
• 提出一种可解释的深度展开框架用于多视图表示学习 • 确保四种关键属性:一致性、拓扑结构、多样性及互补性 • 通过展开属性驱动的迭代解推导出可解释网络
Keyword:
Interpretable deep unfolding
Multi-view representation learning
Iterative solutions
Consistency
Complementarity

期刊

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

机构

F
Fujian Normal University
学者数:
1.2W
论文数: 8.0K
被引数: 1.3W
F
fuzhou university
学者数:
3.3W
论文数: 2.1W
被引数: 31
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引用论文

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