Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data

Mingcai Chen; Baoming Zhang; Zongbo Han; Wenyu Jiang; Yanmeng Wang; Shuai Feng; Yuntao Du.; Bingkun Bao

2025 ICML ICML 2025

Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data

Abstract

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Authors

Mingcai Chen, Baoming Zhang, Zongbo Han, Wenyu Jiang, Yanmeng Wang, Shuai Feng, Yuntao Du., Bingkun Bao

Topics

Artificial Intelligence > Core AI > Multimodal Learning Machine Learning > Application Areas > Domain Adaptation Deep Learning > Learning Types > Transfer Learning

Keywords

test-time adaptation multimodal fusion negative transfer modality-specific adapters router module uni-modal distribution shift

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