39 citations · 87 across the 16 of their papers we have counts for
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cs.AI2023★ 1 cited
Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities
Gulsen Taskin, Erchan Aptoula, Alp Ertürk
Deep learning has taken by storm all fields involved in data analysis, including remote sensing for Earth observation. However, despite significant advances in terms of performance…
cs.LG2023★ 3 cited
ADRMX: Additive Disentanglement of Domain Features with Remix Loss
Berker Demirel, Erchan Aptoula, Huseyin Ozkan
The common assumption that train and test sets follow similar distributions is often violated in deployment settings. Given multiple source domains, domain generalization aims to c…