Efficient deep learning models for land cover image classification. - Ioannis Papoutsis; Nikolaos-Ioannis Bountos; Angelos Zavras; Dimitrios Michail 001; Christos Tryfonopoulos (CoRR, 2021)

Kuro Siwo: 12.1 billion m2 under the water. A global multi-temporal satellite dataset for rapid flood mapping. - Nikolaos-Ioannis Bountos; Maria Sdraka; Angelos Zavras; Ilektra Karasante; Andreas Karavias; Themistocles Herekakis; Angeliki Thanasou; Dimitrios Michail 001; Ioannis Papoutsis (CoRR, 2023)

Kuro Siwo: 33 billion m2 under the water. A global multi-temporal satellite dataset for rapid flood mapping. - Nikolaos-Ioannis Bountos; Maria Sdraka; Angelos Zavras; Andreas Karavias; Ilektra Karasante; Themistocles Herekakis; Angeliki Thanasou; Dimitrios Michail 001; Ioannis Papoutsis (NeurIPS, 2024)

Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment. - Angelos Zavras; Dimitrios Michail 001; Begüm Demir; Ioannis Papoutsis (CoRR, 2024)

GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis. - Angelos Zavras; Dimitrios Michail 001; Xiaoxiang Zhu 001; Begüm Demir; Ioannis Papoutsis (CoRR, 2025)

Towards a Unified Copernicus Foundation Model for Earth Vision. - Yi Wang 072; Zhitong Xiong; Chenying Liu 001; Adam J. Stewart; Thomas Dujardin; Nikolaos-Ioannis Bountos; Angelos Zavras; Franziska Gerken; Ioannis Papoutsis; Laura Leal-Taixé; Xiao Xiang Zhu 001 (CoRR, 2025)

Probabilistic Machine Learning for Noisy Labels in Earth Observation. - Spyros Kondylatos; Nikolaos-Ioannis Bountos; Ioannis Prapas; Angelos Zavras; Gustau Camps-Valls; Ioannis Papoutsis (CoRR, 2025)