Nikolaos Ioannis Bountos

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICCV (2) AAAI (1) NeurIPS (1)

Top co-authors

Ioannis Papoutsis (4) Xiao Xiang Zhu (2) Dimitrios Michail (2) Angelos Zavras (2) Laura Leal-Taixé (1) Franziska Gerken (1) Maria Sdraka (1) Spyros Kondylatos (1) Themistocles Herekakis (1) Thomas Dujardin (1)

Research topics

Computer Vision (4) Domain-Specific (4) Artificial Intelligence (3) Deep Learning (3) Core AI (3) Machine Learning (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Data Science & Analytics (1) Applications (1) Architectures (1) Models (1)

Keywords

satellite imagery (3) remote sensing (3) synthetic aperture radar (2) semantic segmentation (2) foundation model (2) earth observation (2) multimodal learning (2) self-supervised pretraining (1) zero-shot classification (1) representation uncertainty (1) flood mapping (1) representation learning (1) forest monitoring (1) image classification (1) zero-shot learning (1) image segmentation (1) multi-task learning (1) domain generalization (1) pre-trained model (1)

Papers

FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring AAAI 2025 On the Generalization of Representation Uncertainty in Earth Observation ICCV 2025 Towards a Unified Copernicus Foundation Model for Earth Vision ICCV 2025 Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mapping NeurIPS 2024