Ming-Yu Gao

DK-VLM: Geometry as Position for Spatial Reasoning in Vision-Language Models

Vision-language models still struggle to understand 3D spatial relations across views and update spatial judgments as the observer moves. A common approach fuses 3D reconstruction features into visual tokens, but aligning these features with pretrained semantic representations remains challenging under limited spatial...