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Tensor<ImagePatches> + SensorMetadata -> Tensor<ConditionedTokens>
Inject physical acquisition parameters into the token projection layers of a vision model to normalize domain shifts between heterogeneous sensor configurations.
Problem it solves
Variations in sensor imaging physics (like wavelength or incidence angle) cause severe domain shift in geospatial downstream tasks.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.