Progressive Subset Selection and Cascaded Consistency for Unsupervised Vision-Language Model Adaptation.

arXiv:2610.27515v1 Announce Type: cross Abstract: Pretrained Vision-Language Models (PVLMs) achieve strong zero-shot recognition but often suffer performance degradation under target-domain shift. Unsupervised adaptation provides a practical way to improve tar