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@@ -71,13 +71,12 @@ This GRES dataset includes image files and corresponding annotation files in JSO
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  ## Citation
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- If you use LISAt in your research or applications, please cite our paper:
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  ```bibtex
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- @article{TBD,
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- title={LISAt: Language-Instructed Segmentation Assistant for Satellite Imagery},
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  author={Quenum, Jerome and Hsieh, Wen-Han and Wu, Tsung-Han and Gupta, Ritwik and Darrell, Trevor and Chan, David M},
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- journal={TBD},
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- year={2025},
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- url={TBD}
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  }
 
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  ## Citation
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+ If you use LISAt or GRES in your research or applications, please cite our [paper](https://arxiv.org/pdf/2505.02829):
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  ```bibtex
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+ @article{quenum2025lisat,
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+ title={LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery},
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  author={Quenum, Jerome and Hsieh, Wen-Han and Wu, Tsung-Han and Gupta, Ritwik and Darrell, Trevor and Chan, David M},
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+ journal={arXiv preprint arXiv:2505.02829},
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+ year={2025}
 
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  }