Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models

Yifei Ming, Yixuan Li

Pre-trained contrastive vision-language models have demonstrated remarkable performance across a wide range of tasks. However, they often struggle on fine-trained datasets with cat…