39 citations · 87 across the 16 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.CV2022★ 24 cited
Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing
Sarmad F. Ismael, Koray Kayabol, Erchan Aptoula
Domain adaptation is one of the prominent strategies for handling both domain shift, that is widely encountered in large-scale land use/land cover map calculation, and the scarcity…
cs.CV2022★ 6 cited
Domain Generalisation for Object Detection under Covariate and Concept Shift
Karthik Seemakurthy, Erchan Aptoula, Charles Fox +1
Domain generalisation aims to promote the learning of domain-invariant features while suppressing domain-specific features, so that a model can generalise better to previously unse…