Nikolaos-Ioannis Bountos

According to our database, Nikolaos-Ioannis Bountos authored at least 9 papers between 2021 and 2024.

Collaborative distances:

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

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

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