MuRA: Multi-Rank Adaptation for Efficient and Effective Test-Time Vision-Language Generalization

Gengyuan Liu, Nanzhou Wang, Chang Liu +5

Vision-language models exhibit remarkable zero-shot capabilities but suffer significant performance degradation under distribution shifts. While test-time adaptation (TTA) via Low-…