Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling

Bryan Wong, Jong Woo Kim, Huazhu Fu +1

Vision-language models (VLMs) have recently been integrated into multiple instance learning (MIL) frameworks to address the challenge of few-shot, weakly supervised classification…