2025
UMAMI: Unifying Masked Autoregressive Models and Deterministic Rendering for View Synthesis
NeurIPS 2025poster
Novel view synthesis (NVS) seeks to render photorealistic, 3D‑consistent images of a scene from unseen camera poses given only a sparse set of posed views. Existing deterministic networks render observed regions quickly but blur unobserved areas, whereas stochastic diffusion‑based methods hallucinat…