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Hannah Kerner

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Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning

Feb 02, 2024
Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner

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Automatic characterization of boulders on planetary surfaces from high-resolution satellite images

Jan 15, 2024
Nils C. Prieur, Brian Amaro, Emiliano Gonzalez, Hannah Kerner, Sergei Medvedev, Lior Rubanenko, Stephanie C. Werner, Zhiyong Xiao8, Dmitry Zastrozhnov, Mathieu G. A. Lapôtre

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ConeQuest: A Benchmark for Cone Segmentation on Mars

Nov 15, 2023
Mirali Purohit, Jacob Adler, Hannah Kerner

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Reflections from the Workshop on AI-Assisted Decision Making for Conservation

Jul 17, 2023
Lily Xu, Esther Rolf, Sara Beery, Joseph R. Bennett, Tanya Berger-Wolf, Tanya Birch, Elizabeth Bondi-Kelly, Justin Brashares, Melissa Chapman, Anthony Corso, Andrew Davies, Nikhil Garg, Angela Gaylard, Robert Heilmayr, Hannah Kerner, Konstantin Klemmer, Vipin Kumar, Lester Mackey, Claire Monteleoni, Paul Moorcroft, Jonathan Palmer, Andrew Perrault, David Thau, Milind Tambe

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How accurate are existing land cover maps for agriculture in Sub-Saharan Africa?

Jul 05, 2023
Hannah Kerner, Catherine Nakalembe, Adam Yang, Ivan Zvonkov, Ryan McWeeny, Gabriel Tseng, Inbal Becker-Reshef

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GEO-Bench: Toward Foundation Models for Earth Monitoring

Jun 06, 2023
Alexandre Lacoste, Nils Lehmann, Pau Rodriguez, Evan David Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Andrew Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vazquez, Dava Newman, Yoshua Bengio, Stefano Ermon, Xiao Xiang Zhu

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Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

Apr 27, 2023
Gabriel Tseng, Ivan Zvonkov, Mirali Purohit, David Rolnick, Hannah Kerner

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TIML: Task-Informed Meta-Learning for Agriculture

Feb 04, 2022
Gabriel Tseng, Hannah Kerner, David Rolnick

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Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark

Dec 01, 2021
Alexandre Lacoste, Evan David Sherwin, Hannah Kerner, Hamed Alemohammad, Björn Lütjens, Jeremy Irvin, David Dao, Alex Chang, Mehmet Gunturkun, Alexandre Drouin, Pau Rodriguez, David Vazquez

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Using transfer learning to study burned area dynamics: A case study of refugee settlements in West Nile, Northern Uganda

Jul 29, 2021
Robert Huppertz, Catherine Nakalembe, Hannah Kerner, Ramani Lachyan, Maxime Rischard

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