Nikolaos-Ioannis Bountos

According to our database, Nikolaos-Ioannis Bountos authored at least 16 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Hephaestus Minicubes: A Global, Multi-Modal Dataset for Volcanic Unrest Monitoring.

Nikolas Papadopoulos, Nikolaos-Ioannis Bountos, Maria Sdraka, Andreas Karavias, Ioannis Papoutsis

CoRR, May, 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, April, 2025

Towards a Unified Copernicus Foundation Model for Earth Vision.

Yi Wang, Zhitong Xiong, Chenying Liu, Adam J. Stewart, Thomas Dujardin, Nikolaos-Ioannis Bountos, Angelos Zavras, Franziska Gerken, Ioannis Papoutsis, Laura Leal-Taixé, Xiao Xiang Zhu

CoRR, March, 2025

On the Generalization of Representation Uncertainty in Earth Observation.

Spyros Kondylatos, Nikolaos-Ioannis Bountos, Dimitrios Michail, Xiao Xiang Zhu, Gustau Camps-Valls, Ioannis Papoutsis

CoRR, March, 2025

FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction.

Dimitrios Michail, Charalampos Davalas, Lefki-Ioanna Panagiotou, Ioannis Prapas, Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Papoutsis

CoRR, February, 2025

FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring.

Nikolaos-Ioannis Bountos, Arthur Ouaknine, Ioannis Papoutsis, David Rolnick

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks.

Dimitrios Michail, Lefki-Ioanna Panagiotou, Charalampos Davalas, Ioannis Prapas, Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Papoutsis

CoRR, 2024

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, Ioannis Papoutsis

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

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

Nikolaos-Ioannis Bountos, Arthur Ouaknine, David Rolnick

CoRR, 2023

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, Ioannis Papoutsis

CoRR, 2023

TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting.

Ioannis Prapas, Nikolaos-Ioannis Bountos, Spyros Kondylatos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Learning From Synthetic InSAR With Vision Transformers: The Case of Volcanic Unrest Detection.

Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis

IEEE Trans. Geosci. Remote. Sens., 2022

Self-Supervised Contrastive Learning for Volcanic Unrest Detection.

Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai

IEEE Geosci. Remote. Sens. Lett., 2022

Learning class prototypes from Synthetic InSAR with Vision Transformers.

Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis

CoRR, 2022

Hephaestus: A large scale multitask dataset towards InSAR understanding.

Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Efficient deep learning models for land cover image classification.

Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras, Dimitrios Michail, Christos Tryfonopoulos

CoRR, 2021