@article{temporalconcentrationfromrollouterrorsim, title = {Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion}, author = {Henglin Liu and Fangyuan Kong and Jing Wang and Yizhou Lin and Nisha Huang and Chang Liu and Xintao Wang and Pengfei Wan and Kun Gai and Xiu Li}, year = {2026}, eprint = {2607.28058}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.28058}, }