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@@ -47,4 +47,17 @@ We also provide example NAVSIM cache [here](https://huggingface.co/ln2697/tfv6_n
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  **Output:**
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  - `waypoints`: (N, 2) predicted positions
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- - `headings`: (N,) predicted angles
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  **Output:**
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  - `waypoints`: (N, 2) predicted positions
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+ - `headings`: (N,) predicted angles
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+
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+ ## Citation
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+
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+ If you find this work useful, please cite:
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+
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+ ```bibtex
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+ @article{Nguyen2025ARXIV,
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+ title={LEAD: Minimizing Learner-Expert Asymmetry in End-to-End Driving},
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+ author={Nguyen, Long and Fauth, Micha and Jaeger, Bernhard and Dauner, Daniel and Igl, Maximilian and Geiger, Andreas and Chitta, Kashyap},
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+ journal={arXiv preprint arXiv:2512.20563},
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+ year={2025}
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+ }
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+ ```