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Multi-modal integration with adversarial mutual distribution matching

delete2025-12-14
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PRE
AI
O
Ouhan Huang
J
Jianyang Shi
Z
Ziwei Li
S
S Ye
C
Chao Shen
J
Junwen Zhang
H
Haiwen Cai
N
Nan Chi
鲍峰 封面图
鲍峰 (Feng Bao)
DOI:10.1016/j.patcog.2025.112818delete
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摘要

摘要

En 中文
• 本文介绍了互分布匹配用于多模态对齐,并提出了一种名为adMDM的框架,该框架通过互对抗学习整合了实例级和分布级目标。• 模态特定潜在分布的对称适应导致跨模态对齐和语义保真度在多样化数据集上得到提升。

期刊

Pattern Recognition 封面图
Pattern Recognition
IF:
7.6
论文数:
1.3W
被引数:
4.5W

机构

C
college of future information technology
学者数:
23
论文数: 6
被引数: 0
Z
Zhangjiang Laboratory
学者数:
548
论文数: 395
被引数: 2
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