Marc Lafon*

GalLop: Learning global and local prompts for vision-language models

"Prompt learning has been widely adopted to efficiently adapt vision-language models (VLMs), CLIP, for few-shot image classification. Despite their success, most prompt learning methods trade-off between classification accuracy and robustness, in domain generalization or out-of-distribution (OOD) de…