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Yilei Shi

On the Foundations of Earth and Climate Foundation Models

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May 07, 2024
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Global OpenBuildingMap -- Unveiling the Mystery of Global Buildings

Apr 22, 2024
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Large-scale flood modeling and forecasting with FloodCast

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Mar 18, 2024
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Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology

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Oct 20, 2023
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HyperLISTA-ABT: An Ultra-light Unfolded Network for Accurate Multi-component Differential Tomographic SAR Inversion

Sep 28, 2023
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HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images

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Sep 28, 2023
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Self-supervised Domain-agnostic Domain Adaptation for Satellite Images

Sep 25, 2023
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Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects

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Sep 19, 2023
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UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation

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Aug 02, 2023
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PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds

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Jul 17, 2023
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