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  # Motion Forcing: A Decoupled Framework for Robust Video Generation in Motion Dynamics
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- [![arXiv](https://img.shields.io/badge/arXiv-XXXX.XXXXX-b91c1c?style=flat&logo=arxiv)](https://arxiv.org/abs/XXXX.XXXXX)
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  [![Project Page](https://img.shields.io/badge/Project%20Page-Motion%20Forcing-2d6a4f?style=flat&logo=github)](https://tianshuo-xu.github.io/Motion-Forcing/)
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  [![GitHub](https://img.shields.io/badge/GitHub-Repo-24292e?style=flat&logo=github)](https://github.com/Tianshuo-Xu/Motion-Forcing)
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@@ -37,10 +37,13 @@ Visit the [project page](https://tianshuo-xu.github.io/Motion-Forcing/) for vide
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  ## Citation
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  ```bibtex
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- @article{motionforcing2025,
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- title = {Motion Forcing: A Decoupled Framework for Robust Video Generation in Motion Dynamics},
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- author = {Tianshuo Xu and others},
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- journal = {arXiv preprint arXiv:XXXX.XXXXX},
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- year = {2025}
 
 
 
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  }
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  ```
 
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  # Motion Forcing: A Decoupled Framework for Robust Video Generation in Motion Dynamics
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+ [![arXiv](https://img.shields.io/badge/arXiv-XXXX.XXXXX-b91c1c?style=flat&logo=arxiv)](https://arxiv.org/abs/2603.10408)
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  [![Project Page](https://img.shields.io/badge/Project%20Page-Motion%20Forcing-2d6a4f?style=flat&logo=github)](https://tianshuo-xu.github.io/Motion-Forcing/)
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  [![GitHub](https://img.shields.io/badge/GitHub-Repo-24292e?style=flat&logo=github)](https://github.com/Tianshuo-Xu/Motion-Forcing)
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  ## Citation
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  ```bibtex
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+ @misc{xu2026motion,
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+ title={Motion Forcing: A Decoupled Framework for Robust Video Generation in Motion Dynamics},
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+ author={Tianshuo Xu and Zhifei Chen and Leyi Wu and Hao Lu and Ying-cong Chen},
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+ year={2026},
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+ eprint={2603.10408},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/2603.10408},
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  }
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  ```