TARDIS detects out-of-distribution satellite images by clustering a model's internal activations to create surrogate labels, then training a binary classifier on those labels.
Detecting out-of- distribution earth observation images with diffusion models,
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Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
TARDIS detects out-of-distribution satellite images by clustering a model's internal activations to create surrogate labels, then training a binary classifier on those labels.