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Nikolaos Ioannis Bountos

Probabilistic Machine Learning for Noisy Labels in Earth Observation

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Apr 04, 2025
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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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FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction

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Feb 03, 2025
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Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks

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Apr 09, 2024
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FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation models

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Dec 15, 2023
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Kuro Siwo: 12.1 billion $m^2$ under the water. A global multi-temporal satellite dataset for rapid flood mapping

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Nov 18, 2023
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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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Hephaestus: A large scale multitask dataset towards InSAR understanding

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Apr 20, 2022
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Self-supervised Contrastive Learning for Volcanic Unrest Detection

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Feb 08, 2022
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