Domain Recentering and Confidence-Weighted Prior Calibration for Vision-Language Models

Youngeun Seol, Jimin Shin, Heeseo Yoon +1

Vision-language models such as CLIP achieve strong zero-shot classification, yet under distribution shift, visual embeddings drift from fixed text embeddings. Training-free calibra…