Author

Yuqi Zhang

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Jul 2026

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.

Yuqi Zhang, Ya-Dan Luo, Xiang-Yu Sun et al. · arXiv.org · 0 citations