BIRD: Distilling Decision Boundaries into Rationales for MLLM Adaptation

Anglin Liu, Yanlin Wu, Ruichao Chen +6

Adapting general-purpose multimodal large language models (MLLMs) to specialized domains requires learning domain-specific decision criteria, which often hinge on subtle visual dis…