Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing

Researchers have introduced a new framework for updating multimodal large language models with a continuous stream of visual and textual corrections. The method aims to incorporate specific factual updates without degrading the models' broader capabilities or requiring significant computational resources.