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  PreGRES is used in the first-stage pre-training of the **LISAT** model, enabling general-purpose geospatial question answering.
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  > For more details on dataset composition, see **Table C.9** in our [paper](https://arxiv.org/pdf/2505.02829).
 
 
 
 
 
 
 
 
 
 
 
 
 
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  PreGRES is used in the first-stage pre-training of the **LISAT** model, enabling general-purpose geospatial question answering.
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  > For more details on dataset composition, see **Table C.9** in our [paper](https://arxiv.org/pdf/2505.02829).
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+ ## Citation
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+ If you use PreGRES or LISAT in your work, please cite:
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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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+ }