OneFixer: High-Quality and Consistent One-Step Autoregressive 3DGS Refinement for Driving Scenes.

arXiv:2609.32175v1 Announce Type: cross Abstract: Autoregressive video diffusion is a promising render-time fixer for 3D Gaussian Splatting (3DGS) in autonomous-driving simulation, but deployment demands high visual quality and temporal consistency at low late