Routing-Based Continual Learning for Multimodal Large Language Models
arXiv:2511.01831v3 Announce Type: replace-cross
Abstract: Multimodal Large Language Models (MLLMs) struggle with continual learning, often suffering from catastrophic forgetting when adapting to sequential tasks. We introduce a routing-based architect…