
% @article{,
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@article{piratla2022focus,
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  year={2022}
}

@article{sagawa2020distributionally,
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  journal={Proceedings of the International Conference on Learning Representations},
  year={2020}
}

@article{faruk2021pgi,
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  author={Faruk Ahmed and Yoshua Bengio and Harm van Seijen and Aaron Courville},
  journal={Proceedings of the International Conference on Learning Representations},
  year={2021}
}

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@article{arjovsky2020irm,
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  author={Martin Arjovsky and Léon Bottou and Ishaan Gulrajani and David Lopez-Paz},
  journal={arXiv preprint arXiv:1907.02893},
  year={2020}
}

@article{koh2021wilds,
  title={Wilds: A benchmark of in-the-wild distribution shifts},
  author={Koh, Pang Wei and Sagawa, Shiori and Marklund, Henrik and Xie, Sang Michael and Zhang, Marvin and Balsubramani, Akshay and Hu, Weihua and Yasunaga, Michihiro and Phillips, Richard Lanas and Gao, Irena and others},
  journal={Proceedings of the International Conference on Machine Learning},
  year={2021},
}

@article{bandi2019detection,
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}

@article{christie2018functional,
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@article{gulrajani2021search,
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  author={Gulrajani, Ishaan and Lopez-Paz, David},
  journal={Proceedings of the International Conference on Learning Representations},
  year={2021}
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@article{liu2015deep,
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@article{williams2018broad,
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@article{sagawa2021extending,
  title={Extending the wilds benchmark for unsupervised adaptation},
  author={Sagawa, Shiori and Koh, Pang Wei and Lee, Tony and Gao, Irena and Xie, Sang Michael and Shen, Kendrick and Kumar, Ananya and Hu, Weihua and Yasunaga, Michihiro and Marklund, Henrik and others},
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@inproceedings{borkan2019nuanced,
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  booktitle={Companion proceedings of the 2019 world wide web conference},
  pages={491--500},
  year={2019}
}

@article{yeh2020using,
  title={Using publicly available satellite imagery and deep learning to understand economic well-being in Africa},
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}