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@@ -158,13 +158,10 @@ This codebase is built on top of the open-source implementation of [CausVid](htt
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  ## References
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  ```bibtex
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- @misc{zhu2026causalforcingautoregressivediffusion,
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- title={Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation},
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- author={Hongzhou Zhu and Min Zhao and Guande He and Hang Su and Chongxuan Li and Jun Zhu},
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- year={2026},
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- eprint={2602.02214},
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- archivePrefix={arXiv},
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- primaryClass={cs.CV},
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- url={https://arxiv.org/abs/2602.02214},
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  }
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  ```
 
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  ## References
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  ```bibtex
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+ @article{zhu2026causal,
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+ title={Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation},
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+ author={Zhu, Hongzhou and Zhao, Min and He, Guande and Su, Hang and Li, Chongxuan and Zhu, Jun},
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+ journal={arXiv preprint arXiv:2602.02214},
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+ year={2026}
 
 
 
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  }
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  ```