Uncovering and Shaping the Latent Representation of 3D Scene Topology in Vision-Language Models

Haoming Wang, Wei Gao

Decades of cognitive science establish that humans navigate environments by forming cognitive maps, defined as allocentric and topology-preserving representations of 3D space. Whil…