Improving Multimodal Learning Balance and Sufficiency through Data Remixing

Xiaoyu Ma; Hao Chen; Yongjian Deng

2025 ICML ICML 2025

Improving Multimodal Learning Balance and Sufficiency through Data Remixing

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Xiaoyu Ma, Hao Chen, Yongjian Deng

Topics

Artificial Intelligence > Core AI > Multimodal Learning Deep Learning > Learning Types > Multimodal Learning

Keywords

modality imbalance gradient direction cross-modal interference data remixing multimodal balance unimodal sufficiency

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