arxivcs.CV2026-07-23
Closing the Loop: Training-Free Revisit Consistency for Autoregressive Generative Rendering
Wenchao Ma, Changran Liu, Sharon X. Huang, Haomiao Jiang
Recent conditional video generation models have shown promising potentials to transform 3D engine renderings, such as depth maps and untextured geometry, into photorealistic videos for gaming and immersive content creation. These applications require long-horizon auto-regressive…