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@@ -127,10 +127,10 @@ The upstream Wan2.1 components are subject to their own licenses and terms. User
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  If you find this work useful, please cite RAVEN. A BibTeX entry will be added when available.
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  ```bibtex
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- @misc{lu2026raven,
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- title = {RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO},
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- author = {Lu, Yanzuo and Zuo, Ronglai and Deng, Jiankang},
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- year = {2026},
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- howpublished = {\url{https://yanzuo.lu/raven}}
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  }
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  ```
 
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  If you find this work useful, please cite RAVEN. A BibTeX entry will be added when available.
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  ```bibtex
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+ @article{lu2026raven,
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+ title = {RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO},
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+ author = {Lu, Yanzuo and Zuo, Ronglai and Deng, Jiankang},
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+ year = 2026,
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+ journal = {arXiv preprint arXiv:2605.15190}
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  }
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  ```