Guillaume Astruc*

OmniSat: Self-Supervised Modality Fusion for Earth Observation

"The diversity and complementarity of sensors available for Earth Observations (EO) calls for developing bespoke self-supervised multimodal learning approaches. However, current multimodal EO datasets and models typically focus on a single data type, either mono-date images or time series, which lim…