MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models

Yuncheng Guo, Xiaodong Gu

Large-scale pre-trained Vision-Language Models (VLMs) have significantly advanced transfer learning across diverse tasks. However, adapting these models with limited few-shot data…