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20222026
most citedFew-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning

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cs.LG2025

Routing-Based Continual Learning for Multimodal Large Language Models

Jay Mohta, Kenan Emir Ak, Gwang Lee +3

Multimodal Large Language Models (MLLMs) struggle with continual learning, often suffering from catastrophic forgetting when adapting to sequential tasks. We introduce a routing-ba…