Scene-SAM3D: Multi-View Scene Asset Generation Without Fine-Tuning
Scene-SAM3D is introduced, a training-free framework that extends SAM3D from single-view object generation to calibrated multi-view scene asset generation, and performs step-efficient latent velocity fusion to integrate multi-view evidence and suppress cross-view conflicts in canonical space.