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@@ -79,12 +79,10 @@ This work is licensed under a Creative Commons Attribution 4.0 International Lic
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  If you find this dataset useful, please consider citing our paper:
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  ```
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- @misc{Zhang2023MagicBrush,
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- title={MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing},
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- author={Kai Zhang and Lingbo Mo and Wenhu Chen and Huan Sun and Yu Su},
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- year={2023},
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- eprint={2306.10012},
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- archivePrefix={arXiv},
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- primaryClass={cs.CV}
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  }
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  ```
 
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  If you find this dataset useful, please consider citing our paper:
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  ```
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+ @inproceedings{Zhang2023MagicBrush,
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+ title={MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing},
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+ author={Kai Zhang and Lingbo Mo and Wenhu Chen and Huan Sun and Yu Su},
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+ booktitle={Advances in Neural Information Processing Systems},
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+ year={2023}
 
 
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  }
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  ```