SPAR3S Generates Full 3D Scenes from Sparse Views Without 3D Supervision

Naver and collaborators released SPAR3S, a sparse voxel-aligned 3D latent generative model that auto-regressively completes full 3D scenes from a few unconstrained views and decodes them into 3D Gaussians, without requiring 3D supervision.

2026-09-05 ~ 2026-09-05 · 2 related posts

• Autoregressive latent generator turns multi-view images into 3D Gaussian scenes — kwangmoo_yi · 2026-09-05
• SPAR3S: sparse autoregressive 3D scene generation from few views, no 3D supervision — kwangmoo_yi · 2026-09-05