Geometry-Grounded Unified 3D Perception for Autonomous Driving
A Geometry-grounded Unified 3D Perception (GeoUP) framework that adapts the reconstruction-oriented latent of VGGT to calibrated, streaming multi-camera driving scenes and achieves SOTA performance across detection, occupancy, and depth estimation is presented.