Nikolaos-Ioannis Bountos

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Learning Models

Multitask Learning

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

ICCV (Workshops)

Publications

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 (2024)
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)
Nikolaos-Ioannis Bountos, Maria Sdraka, Angelos Zavras, Ilektra Karasante, Andreas Karavias, Themistocles Herekakis, Angeliki Thanasou, Dimitrios Michail, Ioannis Papoutsis
under the water. A global multi-temporal satellite dataset for rapid flood mapping. CoRR (2023)
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 (2023)
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 (2023)
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai
Self-Supervised Contrastive Learning for Volcanic Unrest Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai
Self-supervised Contrastive Learning for Volcanic Unrest Detection. CoRR (2022)
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)
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 (2022)
Nikolaos-Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis
Learning class prototypes from Synthetic InSAR with Vision Transformers. CoRR (2022)
Nikolaos-Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak S. Parcharidis
Hephaestus: A large scale multitask dataset towards InSAR understanding. CoRR (2022)
Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras, Dimitrios Michail, Christos Tryfonopoulos
Efficient deep learning models for land cover image classification. CoRR (2021)