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196 changes: 95 additions & 101 deletions assets/bibfiles/conferences.bib
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@inproceedings{cohrs2023large,
title={Large Language Models for Constrained-Based Causal Discovery},
author={Cohrs, Kai-Hendrik and Diaz, Emiliano and Sitokonstantinou, Vasileios and Varando, Gherardo and Camps-Valls, Gustau},
booktitle={AAAI 2024 Workshop on''Are Large Language Models Simply Causal Parrots?''},
year={2023},
doi = {https://doi.org/10.48550/arXiv.2406.07378},
title = {Large Language Models for Constrained-Based Causal Discovery},
author = {Cohrs, Kai-Hendrik and Diaz, Emiliano and Sitokonstantinou, Vasileios and Varando, Gherardo and Camps-Valls, Gustau},
year = 2023,
booktitle = {AAAI 2024 Workshop on''Are Large Language Models Simply Causal Parrots?''},
doi = {https://doi.org/10.48550/arXiv.2406.07378},
altimetric = {https://www.altmetric.com/details/164495988}
}

@inproceedings{tsoumas23neurips,
title = {{Causality and Explainability for Trustworthy Integrated Pest Management}},
author={Tsoumas, Ilias and Sitokonstantinou, Vasileios and Giannarakis, Georgios and Lampiri, Evagelia and Athanassiou, Christos and Camps-Valls, Gustau and Kontoes, Charalampos and Athanasiadis, Ioannis},
author = {Tsoumas, Ilias and Sitokonstantinou, Vasileios and Giannarakis, Georgios and Lampiri, Evagelia and Athanassiou, Christos and Camps-Valls, Gustau and Kontoes, Charalampos and Athanasiadis, Ioannis},
year = 2023,
booktitle = {NeurIPS 2023 Workshop: Tackling Climate Change with Machine Learning},
doi = {https://doi.org/10.48550/arXiv.2312.04343},
arxiv = {https://arxiv.org/abs/2312.04343},
altimetric = {https://www.altmetric.com/details/157335441},
doi = {https://doi.org/10.48550/arXiv.2312.04343},
altimetric = {https://www.altmetric.com/details/157335441}
}
@article{tsoumas2023causality,
title={Causality and Explainability for Trustworthy Integrated Pest Management},
year={2023}
title = {Causality and Explainability for Trustworthy Integrated Pest Management},
year = 2023
}

@inproceedings{varando2023cms,
title={{Learning Causal Representations with Granger Rotated PCA}},
author={Gherardo Varando, Homer Durand, Miguel-Angel Fernandez-Torres, Jordi Munoz-Mari, Maria Piles, Gustau Camps-Valls},
booktitle={16th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2023)},
year={2023},
month = {Dec},
date = {Dec, 16-18, 2023},
address = {Berlin, Germany},
web = {http://www.cmstatistics.org/CMStatistics2023/index.php},
publisher={CMS}
title = {{Learning Causal Representations with Granger Rotated PCA}},
author = {Gherardo Varando, Homer Durand, Miguel-Angel Fernandez-Torres, Jordi Munoz-Mari, Maria Piles, Gustau Camps-Valls},
year = 2023,
month = {Dec},
booktitle = {16th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2023)},
publisher = {CMS},
address = {Berlin, Germany},
date = {Dec, 16-18, 2023},
web = {http://www.cmstatistics.org/CMStatistics2023/index.php}
}
@inproceedings{martinez2023exploring,
title={Exploring Generalisability of Self-Distillation with No Labels for SAR-Based Vegetation Prediction},
author={Mart{\'\i}nez-Ferrer, Laura and Jungbluth, Anna and Gallego-Mejia, Joseph A and Allen, Matt and Dorr, Francisco and Kalaitzis, Freddie and Ramos-Poll{\'a}n, Ra{\'u}l},
arxiv={https://arxiv.org/abs/2310.02048},
year={2023}
title = {Exploring Generalisability of Self-Distillation with No Labels for SAR-Based Vegetation Prediction},
author = {Mart{\'\i}nez-Ferrer, Laura and Jungbluth, Anna and Gallego-Mejia, Joseph A and Allen, Matt and Dorr, Francisco and Kalaitzis, Freddie and Ramos-Poll{\'a}n, Ra{\'u}l},
year = 2023,
arxiv = {https://arxiv.org/abs/2310.02048}
}
@inproceedings{allen2023large,
title={Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data},
author={Allen, Matt and Dorr, Francisco and Gallego-Mejia, Joseph A and Mart{\'\i}nez-Ferrer, Laura and Jungbluth, Anna and Kalaitzis, Freddie and Ramos-Poll{\'a}n, Ra{\'u}l},
arxiv={https://arxiv.org/abs/2310.00826},
year={2023}
title = {Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data},
author = {Allen, Matt and Dorr, Francisco and Gallego-Mejia, Joseph A and Mart{\'\i}nez-Ferrer, Laura and Jungbluth, Anna and Kalaitzis, Freddie and Ramos-Poll{\'a}n, Ra{\'u}l},
year = 2023,
arxiv = {https://arxiv.org/abs/2310.00826}
}
@inproceedings{allen2023fewshot,
title={Fewshot learning on global multimodal embeddings for earth observation tasks},
author={Allen, Matt and Dorr, Francisco and Gallego-Mejia, Joseph A and Mart{\'\i}nez-Ferrer, Laura and Jungbluth, Anna and Kalaitzis, Freddie and Ramos-Poll{\'a}n, Ra{\'u}l},
arxiv={https://arxiv.org/abs/2310.00119},
year={2023}
title = {Fewshot learning on global multimodal embeddings for earth observation tasks},
author = {Allen, Matt and Dorr, Francisco and Gallego-Mejia, Joseph A and Mart{\'\i}nez-Ferrer, Laura and Jungbluth, Anna and Kalaitzis, Freddie and Ramos-Poll{\'a}n, Ra{\'u}l},
year = 2023,
arxiv = {https://arxiv.org/abs/2310.00119}
}
@inproceedings{jm23wrcp,
title={{Causal and explainable machine-learning models for hazard-induced displacement}},
author={Jose M. Tarraga, Eva Sevillano, Jordi Munoz-Mari, Maria Piles, Gustau Camps-Valls},
booktitle={World Climate Research Program},
year={2023},
month = {Dec},
date = {Oct, 23-27, 2023},
address = {Kigali, Rwanda},
web = {https://wcrp-osc2023.org/},
publisher={WRCP}
title = {{Causal and explainable machine-learning models for hazard-induced displacement}},
author = {Jose M. Tarraga, Eva Sevillano, Jordi Munoz-Mari, Maria Piles, Gustau Camps-Valls},
year = 2023,
month = {Dec},
booktitle = {World Climate Research Program},
publisher = {WRCP},
address = {Kigali, Rwanda},
date = {Oct, 23-27, 2023},
web = {https://wcrp-osc2023.org/}
}
@inproceedings{cerda23wrcp,
title={{Understanding food insecurity in Africa through data-driven causal inference methods}},
author={Jordi Cerdà, Jose M. Tarraga, Eva Sevillano, Jordi Munoz-Mari, Maria Piles, Gustau Camps-Valls},
booktitle={World Climate Research Program},
year={2023},
month = {Dec},
date = {Oct, 23-27, 2023},
address = {Kigali, Rwanda},
web = {https://wcrp-osc2023.org/},
pdf = {https://isp.uv.es/slides/wcrp23_poster_food_insecurity.pdf},
arxiv = {https://arxiv.org/pdf/2310.11287.pdf},
publisher={WRCP}
title = {{Understanding food insecurity in Africa through data-driven causal inference methods}},
author = {Jordi Cerdà, Jose M. Tarraga, Eva Sevillano, Jordi Munoz-Mari, Maria Piles, Gustau Camps-Valls},
year = 2023,
month = {Dec},
booktitle = {World Climate Research Program},
publisher = {WRCP},
address = {Kigali, Rwanda},
date = {Oct, 23-27, 2023},
web = {https://wcrp-osc2023.org/},
pdf = {https://isp.uv.es/slides/wcrp23_poster_food_insecurity.pdf},
arxiv = {https://arxiv.org/pdf/2310.11287.pdf}
}
@inproceedings{pellicer2023esa,
title={{Explainable Artificial Intelligence for Extreme Event Forecasting on Sentinel-2}},
author={Oscar J. Pellicer-Valero, Miguel Ángel Fernández-Torres, Gustau Camps-Valls},
booktitle={EC-ESA Joint Earth System Science Initiative},
year={2023},
month = {Nov},
date = {Nov, 22-24, 2023},
address = {Frascati, Italy},
web = {https://essi2023.esa.int/},
publisher={ESA}
}

title = {{Explainable Artificial Intelligence for Extreme Event Forecasting on Sentinel-2}},
author = {Oscar J. Pellicer-Valero, Miguel Ángel Fernández-Torres, Gustau Camps-Valls},
year = 2023,
month = {Nov},
booktitle = {EC-ESA Joint Earth System Science Initiative},
publisher = {ESA},
address = {Frascati, Italy},
date = {Nov, 22-24, 2023},
web = {https://essi2023.esa.int/}
}
@inproceedings{gu2023biomass,
title={Biomass loss caused by wind disturbances in Amazonia},
author={Gu, Rong-Yu and Devadoss, Jashvina and Ciais, Philippe and Wigneron, Jean-Pierre and Piles, Maria and Leung, Ruby and Feng, Zhe and Chambers, Jeffrey Q and Feng, Yanlei and Gentine, Pierre},
booktitle={AGU23},
year={2023},
date = {Dec, 11-15, 2023},
address = {San Francisco, USA},
publisher={American Geophysical Union (AGU)}
title = {Biomass loss caused by wind disturbances in Amazonia},
author = {Gu, Rong-Yu and Devadoss, Jashvina and Ciais, Philippe and Wigneron, Jean-Pierre and Piles, Maria and Leung, Ruby and Feng, Zhe and Chambers, Jeffrey Q and Feng, Yanlei and Gentine, Pierre},
year = 2023,
booktitle = {AGU23},
publisher = {American Geophysical Union (AGU)},
address = {San Francisco, USA},
date = {Dec, 11-15, 2023}
}
@inproceedings{dominguez23agu,
title={Using Remote Sensing Observations to Infer Rooting Depth in the Amazon},
author={Francina Dominguez, Carolina A Bieri and Maria Piles},
journal={AGU23},
year={2023},
date = {Dec, 11-15, 2023},
address = {San Francisco, USA},
publisher={American Geophysical Union (AGU)}
title = {Using Remote Sensing Observations to Infer Rooting Depth in the Amazon},
author = {Francina Dominguez, Carolina A Bieri and Maria Piles},
year = 2023,
journal = {AGU23},
publisher = {American Geophysical Union (AGU)},
address = {San Francisco, USA},
date = {Dec, 11-15, 2023}
}
@inproceedings{mohit23agu,
title={Insights into weather-driven forest mortality with a cross-modal transformer},
author={Mohit Anand, Lily-belle Sweet, Gustau Camps-Valls, Friedrich J. Bohn, Rico Fischer, Andreas Huth and Jakob Zscheischler},
booktitle={AGU23},
year={2023},
date = {Dec, 11-15, 2023},
address = {San Francisco, USA},
publisher={American Geophysical Union (AGU)}
}

title = {Insights into weather-driven forest mortality with a cross-modal transformer},
author = {Mohit Anand, Lily-belle Sweet, Gustau Camps-Valls, Friedrich J. Bohn, Rico Fischer, Andreas Huth and Jakob Zscheischler},
year = 2023,
booktitle = {AGU23},
publisher = {American Geophysical Union (AGU)},
address = {San Francisco, USA},
date = {Dec, 11-15, 2023}
}
@inproceedings{jm23agu,
title={Causal and Explainable Machine learning to understand disaster-induced displacement},
author={José María Tárraga, Michele Ronco, Eva Sevillano Marco, Gustau Camps-Valls, Maria Teresa Miranda, Jordi Muñoz, Maria Piles and Jordi Cerdá},
booktitle={AGU23},
year={2023},
date = {Dec, 11-15, 2023},
address = {San Francisco, USA},
publisher={American Geophysical Union (AGU)}
}

title = {Causal and Explainable Machine learning to understand disaster-induced displacement},
author = {José María Tárraga, Michele Ronco, Eva Sevillano Marco, Gustau Camps-Valls, Maria Teresa Miranda, Jordi Muñoz, Maria Piles and Jordi Cerdá},
year = 2023,
booktitle = {AGU23},
publisher = {American Geophysical Union (AGU)},
address = {San Francisco, USA},
date = {Dec, 11-15, 2023}
}
@inproceedings{cerda2023evaluating,
title={Evaluating the Impact of Humanitarian Aid on Food Security},
author={Cerd{\`a}-Bautista, Jordi and T{\'a}rraga, Jos{\'e} Mar{\'\i}a and Sitokonstantinou, Vasileios and Camps-Valls, Gustau},
journal={https://arxiv.org/abs/2310.11287},
year={2023}
title = {Evaluating the Impact of Humanitarian Aid on Food Security},
author = {Cerd{\`a}-Bautista, Jordi and T{\'a}rraga, Jos{\'e} Mar{\'\i}a and Sitokonstantinou, Vasileios and Camps-Valls, Gustau},
year = 2023,
journal = {https://arxiv.org/abs/2310.11287}
}
@inproceedings{gulsen23whispers,
title = {{A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images}},
Expand Down Expand Up @@ -5148,4 +5143,3 @@ @inproceedings{Malo97
doi = {http://dx.doi.org/10.1007/3-540-63507-6_232},
url = {http://dx.doi.org/10.1007/3-540-63507-6_232}
}

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