@article{motionforcingadecoupledframeworkforrobus, title = {Motion Forcing: A Decoupled Framework for Robust Video Generation in Motion Dynamics}, author = {Tianshuo Xu and Zhifei Chen and Leyi Wu and Hao Lu and Ying-cong Chen}, year = {2026}, eprint = {2603.10408}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.10408}, }