@article{closingthelooptrainingfreerevisitconsist, title = {Closing the Loop: Training-Free Revisit Consistency for Autoregressive Generative Rendering}, author = {Wenchao Ma and Changran Liu and Sharon X. Huang and Haomiao Jiang}, year = {2026}, eprint = {2607.21848}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.21848}, }