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# Motion Forcing: A Decoupled Framework for Robust Video Generation in Motion Dynamics
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[](https://arxiv.org/abs/
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[](https://tianshuo-xu.github.io/Motion-Forcing/)
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[](https://github.com/Tianshuo-Xu/Motion-Forcing)
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## Citation
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```bibtex
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```
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# Motion Forcing: A Decoupled Framework for Robust Video Generation in Motion Dynamics
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[](https://arxiv.org/abs/2603.10408)
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[](https://tianshuo-xu.github.io/Motion-Forcing/)
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[](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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```
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