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Spyros Kondylatos

Probabilistic Machine Learning for Noisy Labels in Earth Observation

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Apr 04, 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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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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TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting

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Jun 19, 2023
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Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean

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Jun 08, 2023
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Deep Learning for Global Wildfire Forecasting

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Nov 06, 2022
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Deep Learning Methods for Daily Wildfire Danger Forecasting

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Nov 04, 2021
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