Nikolaos-Ioannis Bountos

22 papers A* 2Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hide and Seek: Investigating Redundancy in Earth Observation Imagery.
CoRR
Tasos Papazafeiropoulos, Nikolaos-Ioannis Bountos, Nikolas Papadopoulos, Ioannis Papoutsis
2026 J jnl
TIRAuxCloud: A Thermal Infrared Dataset for Day and Night Cloud Detection.
CoRR
Alexis Apostolakis, Vasileios Botsos, Niklas Wölki, Andrea Spichtinger, Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Panayiotis Tsanakas
2025 J jnl
FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction.
CoRR
Dimitrios Michail, Charalampos Davalas, Lefki-Ioanna Panagiotou, Ioannis Prapas, Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Papoutsis
2025 A* conf
FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring.
AAAI
Nikolaos-Ioannis Bountos, Arthur Ouaknine, Ioannis Papoutsis, David Rolnick
2025 J jnl
Hephaestus Minicubes: A Global, Multi-Modal Dataset for Volcanic Unrest Monitoring.
CoRR
Nikolas Papadopoulos, Nikolaos-Ioannis Bountos, Maria Sdraka, Andreas Karavias, Ioannis Papoutsis
2025 J jnl
On the Generalization of Representation Uncertainty in Earth Observation.
CoRR
Spyros Kondylatos, Nikolaos-Ioannis Bountos, Dimitrios Michail, Xiao Xiang Zhu, Gustau Camps-Valls, Ioannis Papoutsis
2025 J jnl
Probabilistic Machine Learning for Noisy Labels in Earth Observation.
CoRR
Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Prapas, Angelos Zavras, Gustau Camps-Valls, Ioannis Papoutsis
2025 J jnl
TeleViT1.0: Teleconnection-aware Vision Transformers for Subseasonal to Seasonal Wildfire Pattern Forecasts.
CoRR
Ioannis Prapas, Nikolaos Papadopoulos, Nikolaos-Ioannis Bountos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis
2025 J jnl
Towards a Unified Copernicus Foundation Model for Earth Vision.
CoRR
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
2024 A* conf
Kuro Siwo: 33 billion m
NeurIPS
Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Andreas Karavias, Ilektra Karasante, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis
2024 J jnl
Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks.
CoRR
Dimitrios Michail, Lefki-Ioanna Panagiotou, Charalampos Davalas, Ioannis Prapas, Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Papoutsis
2023 J jnl
FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation models.
CoRR
Nikolaos-Ioannis Bountos, Arthur Ouaknine, David Rolnick
2023 J jnl
Kuro Siwo: 12.1 billion m
CoRR
Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Ilektra Karasante, Andreas Karavias, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis
2023 — conf
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting.
ICCV (Workshops)
Ioannis Prapas, Nikolaos-Ioannis Bountos, Spyros Kondylatos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis
2023 J jnl
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting.
CoRR
Ioannis Prapas, Nikolaos-Ioannis Bountos, Spyros Kondylatos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis
2022 — conf
Hephaestus: A large scale multitask dataset towards InSAR understanding.
CVPR Workshops
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis
2022 J jnl
Hephaestus: A large scale multitask dataset towards InSAR understanding.
CoRR
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis
2022 J jnl
Learning From Synthetic InSAR With Vision Transformers: The Case of Volcanic Unrest Detection.
IEEE Trans. Geosci. Remote. Sens.
Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis
2022 J jnl
Learning class prototypes from Synthetic InSAR with Vision Transformers.
CoRR
Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis
2022 J jnl
Self-Supervised Contrastive Learning for Volcanic Unrest Detection.
IEEE Geosci. Remote. Sens. Lett.
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai
2022 J jnl
Self-supervised Contrastive Learning for Volcanic Unrest Detection.
CoRR
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai
2021 J jnl
Efficient deep learning models for land cover image classification.
CoRR
Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras, Dimitrios Michail, Christos Tryfonopoulos