A single JEPA-based model with scale-adaptive encoders is pre-trained on five heterogeneous Earth observation datasets and reaches state-of-the-art results across nine downstream tasks.
Omnisat: Self-supervised modality fusion for earth observation
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AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities
A single JEPA-based model with scale-adaptive encoders is pre-trained on five heterogeneous Earth observation datasets and reaches state-of-the-art results across nine downstream tasks.