2025
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning
ICML 2025poster
Continual multimodal instruction tuning is crucial for adapting Multimodal Large Language Models (MLLMs) to evolving tasks. However, most existing methods adopt a fixed architecture, struggling with adapting to new tasks due to static model capacity. We propose to evolve the architecture under param…