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Hannah Kerner

Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels

Mar 29, 2024
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Application-Driven Innovation in Machine Learning

Mar 26, 2024
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Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning

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Feb 02, 2024
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Automatic characterization of boulders on planetary surfaces from high-resolution satellite images

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Jan 15, 2024
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ConeQuest: A Benchmark for Cone Segmentation on Mars

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Nov 15, 2023
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Reflections from the Workshop on AI-Assisted Decision Making for Conservation

Jul 17, 2023
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How accurate are existing land cover maps for agriculture in Sub-Saharan Africa?

Jul 05, 2023
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GEO-Bench: Toward Foundation Models for Earth Monitoring

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Jun 06, 2023
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Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

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Apr 27, 2023
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TIML: Task-Informed Meta-Learning for Agriculture

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Feb 04, 2022
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