Multi-Agent Cooperative Learning for Robust Vision-Language Alignment under OOD Concepts

Philip Xu

This paper introduces a novel Multi-Agent Cooperative Learning (MACL) framework to address cross-modal alignment collapse in vision-language models when handling out-of-distributio…