Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning

Zhirui Chen, Ziwei Chen, Ling Shao

Multi-modal large language models (MLLMs) depend on in-context learning (ICL) for rapid task adaptation, but their scalability is severely limited by finite context windows and the…