2 papers
cs.CV2026
HighFM: Towards a Foundation Model for Learning Representations from High-Frequency Earth Observation Data
Stella Girtsou, Konstantinos Alexis, Giorgos Giannopoulos +1
The increasing frequency and severity of climate related disasters have intensified the need for real time monitoring, early warning, and informed decision-making. Earth Observatio…
cs.CV2026
Distilling Vision Transformers for Distortion-Robust Representation Learning
Konstantinos Alexis, Giorgos Giannopoulos, Dimitrios Gunopulos
Self-supervised learning has achieved remarkable success in learning visual representations from clean data, yet remains challenging when clean observations are sparse or not avail…