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Task-Covariant Representations for Few-Shot Learning on Remote Sensing Images

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Published in 2023 at "Mathematics"

DOI: 10.3390/math11081930

Abstract: In the regression and classification of remotely sensed images through meta-learning, techniques exploit task-invariant information to quickly adapt to new tasks with fewer gradient updates. Despite its usefulness, task-invariant information alone may not effectively capture… read more here.

Keywords: representations shot; task covariant; task; learning remote ... See more keywords