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@@ -38,11 +38,10 @@ robotwin/
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  ## Citation
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  ```bibtex
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- @misc{zhao2026fasterwam,
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- title={Faster-WAM: Efficient Inference-Time Future Conditioning for Robust World Action Models},
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- author={Weiheng Zhao and Haoyi Jiang and Xin Shi and Liu Liu and Zhizhong Su and Wei Sui and Fan Huang and Xinggang Wang},
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- year={2026},
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- eprint={2608.04404},
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- archivePrefix={arXiv}
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  }
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  ```
 
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  ## Citation
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  ```bibtex
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+ @article{zhao2026faster,
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+ title = {Faster-WAM: Efficient Inference-Time Future Conditioning for Robust World Action Models},
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+ author = {Zhao, Weiheng and Jiang, Haoyi and Shi, Xin and Liu, Liu and Huang, Fan and Su, Zhizhong and Sui, Wei and Wang, Xinggang},
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+ journal = {arXiv preprint arXiv:2608.04404},
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+ year = {2026}
 
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  }
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  ```