Pei Liu

CoEvolve: Construct-to-Edit Visual Grounding with Bidirectional State Refinement

Visual grounding localizes an object described by language with a bounding box. Most multimodal grounding models compress target identification, spatial reasoning, and boundary estimation into one terminal prediction. Free-form rationales make reasoning linguistically explicit but do not necessarily expose measurable,...