@article{fromprompttoprogressiontamingvideodiffus, title = {From Prompt to Progression: Taming Video Diffusion Models for Seamless Attribute Transition}, author = {Ling Lo and Kelvin C. K. Chan and Wen-Huang Cheng and Ming-Hsuan Yang}, year = {2025}, eprint = {2509.19690}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.19690}, }