MMA: Multi-Modal Adapter for Vision-Language Models

A Multi-Modal Adapter for VLMs to improve the alignment between representations from text and vision branches and evaluates the effectiveness of the approach on three tasks: generalization to novel classes, novel target datasets, and domain generalization.