2 papers
cs.CV2026
SHRUG-FM: Reliability-Aware Foundation Models for Earth Observation
Maria Gonzalez-Calabuig, Kai-Hendrik Cohrs, Vishal Nedungadi +7
Geospatial foundation models (GFMs) for Earth observation often fail to perform reliably in environments underrepresented during pretraining. We introduce SHRUG-FM, a framework for…
cs.CV2025
3D Cloud reconstruction through geospatially-aware Masked Autoencoders
Stella Girtsou, Emiliano Diaz Salas-Porras, Lilli Freischem +7
Clouds play a key role in Earth's radiation balance with complex effects that introduce large uncertainties into climate models. Real-time 3D cloud data is essential for improving…