GeoGR: Spatial-Semantic Token Compression and Group Routing for Efficient 3D VLMs.

arXiv:2610.13035v1 Announce Type: cross Abstract: Multi-view representations enable pretrained image and video vision-language models to understand 3D scenes, but their long visual token sequences make inference costly. Redundancy arises both from repeated obs