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@@ -125,15 +125,18 @@ Alignment is computed independently for `ori` and `small` resolutions. Environme
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  This dataset is released under the [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/) license.
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- <!-- ## Citation
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  If you use this dataset, please cite:
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  ```bibtex
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- @inproceedings{wildrelight2026,
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- title = {TODO},
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- author = {TODO},
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- booktitle = {TODO},
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- year = {2026},
 
 
 
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  }
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- ``` -->
 
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  This dataset is released under the [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/) license.
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+ ## Citation
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  If you use this dataset, please cite:
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  ```bibtex
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+ @misc{wang2026wildrelight,
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+ title={WildRelight: A Real-World Benchmark and Physics-Guided Adaptation for Single-Image Relighting},
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+ author={Lezhong Wang and Mehmet Onurcan Kaya and Siavash Bigdeli and Jeppe Revall Frisvad},
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+ year={2026},
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+ eprint={2605.11696},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/2605.11696},
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  }
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+ ```