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cs.CV2024
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson +4
Training robust deep learning models is crucial in Earth Observation, where globally deployed models often face distribution shifts that degrade performance, especially in low-data…
cs.CV2024★ 1 cited
Mapping Land Naturalness from Sentinel-2 using Deep Contextual and Geographical Priors
Burak Ekim, Michael Schmitt
In recent decades, the causes and consequences of climate change have accelerated, affecting our planet on an unprecedented scale. This change is closely tied to the ways in which…