Predictive Regularization Against Visual Representation Degradation in Multimodal Large Language Models

Enguang Wang, Qiang Wang, Yuanchen Wu +5

While Multimodal Large Language Models (MLLMs) excel at vision-language tasks, the cost of their language-driven training on internal visual foundational competence remains unclear…