Geometry-Centered 3D Latent World Models for Growing Surfaces.

arXiv:2506.03173v3 Announce Type: replace-cross Abstract: Many physical systems do not merely move or deform; they grow, adding material and changing the geometry that a world model must represent. Existing world models are typically optimized for pixel predic