Progressive-View On-Policy Distillation for Regional-to-Global Transfer in Multimodal LLMs

Shanfeng Huang, Zhou Fang, Song Xiao +1

Regional-to-global distillation uses crop-conditioned guidance to improve full-image understanding. The challenge is to effectively transfer the teacher's crop-based advantage to t…