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Ioannis Papoutsis

Towards a Unified Copernicus Foundation Model for Earth Vision

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Mar 14, 2025
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On the Generalization of Representation Uncertainty in Earth Observation

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Mar 10, 2025
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GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis

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Feb 13, 2025
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FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction

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Feb 03, 2025
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AI for Extreme Event Modeling and Understanding: Methodologies and Challenges

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Jun 28, 2024
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Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks

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Apr 09, 2024
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Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

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Mar 22, 2024
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Causal Graph Neural Networks for Wildfire Danger Prediction

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Mar 13, 2024
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Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment

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Feb 15, 2024
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SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics

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Dec 22, 2023
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