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Journal Articles
- 2022
[j2]Nikolaos-Ioannis Bountos
, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai:
Self-Supervised Contrastive Learning for Volcanic Unrest Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)- [j1]Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis:
Learning From Synthetic InSAR With Vision Transformers: The Case of Volcanic Unrest Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022)
Conference and Workshop Papers
- 2023
- [c2]Ioannis Prapas, Nikolaos-Ioannis Bountos, Spyros Kondylatos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis:
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting. ICCV (Workshops) 2023: 3756-3761 - 2022
- [c1]Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis:
Hephaestus: A large scale multitask dataset towards InSAR understanding. CVPR Workshops 2022: 1452-1461
Informal and Other Publications
- 2024
- [i8]Dimitrios Michail, Lefki-Ioanna Panagiotou, Charalampos Davalas, Ioannis Prapas, Spyros Kondylatos, Nikolaos-Ioannis Bountos, Ioannis Papoutsis:
Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks. CoRR abs/2404.06437 (2024) - 2023
- [i7]Ioannis Prapas, Nikolaos-Ioannis Bountos, Spyros Kondylatos, Dimitrios Michail, Gustau Camps-Valls, Ioannis Papoutsis:
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting. CoRR abs/2306.10940 (2023) - [i6]Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Ilektra Karasante, Andreas Karavias, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis:
Kuro Siwo: 12.1 billion m2 under the water. A global multi-temporal satellite dataset for rapid flood mapping. CoRR abs/2311.12056 (2023) - [i5]Nikolaos-Ioannis Bountos, Arthur Ouaknine, David Rolnick:
FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation models. CoRR abs/2312.10114 (2023) - 2022
- [i4]Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis:
Learning class prototypes from Synthetic InSAR with Vision Transformers. CoRR abs/2201.03016 (2022) - [i3]Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai:
Self-supervised Contrastive Learning for Volcanic Unrest Detection. CoRR abs/2202.04030 (2022) - [i2]Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis:
Hephaestus: A large scale multitask dataset towards InSAR understanding. CoRR abs/2204.09435 (2022) - 2021
- [i1]Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras, Dimitrios Michail, Christos Tryfonopoulos:
Efficient deep learning models for land cover image classification. CoRR abs/2111.09451 (2021)
Coauthor Index
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