logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Return

Dataset-aware Utopia modality contribution for imbalanced multimodal learning

delete2025-06-24
delete0
PRE
AI
Y
Ying Zhou
X
Xuefeng Liang
许
许月萍 (Yue‐Ping Xu)
蔺秀云 cover
蔺秀云 (Xiuyun Lin)
DOI：10.1016/j.inffus.2025.103383delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• Introducing and formulating the multimodal Utopia Contribution Distribution. • Proposing a dataset-aware estimation method of Utopia Contribution Distribution. • Proposing a model-agnostic method for the Factual Contribution Distribution. • Outperforming SOTA methods on three benchmark datasets.

Journal

Information Fusion cover
Information Fusion
IF:
15.5
Papers:
4.1K
Citations:
2.7W

Organization

No organization information available