Ioannis Papoutsis

5 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

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

Top co-authors

Nikolaos Ioannis Bountos (4) Dimitrios Michail (2) Xiao Xiang Zhu (2) Angelos Zavras (2) Gustau Camps-Valls (2) Franziska Gerken (1) Laura Leal-Taixé (1) Themistocles Herekakis (1) Spyros Kondylatos (1) Maria Sdraka (1)

Research topics

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

Keywords

remote sensing (3) satellite imagery (3) foundation model (2) earth observation (2) synthetic aperture radar (2) multimodal learning (2) semantic segmentation (2) pre-trained model (1) self-supervised pretraining (1) zero-shot classification (1) spatio-temporal data (1) representation uncertainty (1) flood mapping (1) forest monitoring (1) wildfire modeling (1) danger forecasting (1) representation learning (1) burned area estimation (1) image classification (1) zero-shot learning (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 Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean NeurIPS 2023