Author

O. Samovarov

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#artificial intelligence Jul 2026

Searching for Robust Augmentations to Improve Out-of-Domain Generalization in Dermoscopic Skin Cancer Classification

Augmentations that model the physical causes of domain shift improve cross-source transfer at no cost to in-domain accuracy, and the improvement survives a selection-disjoint, contamination-free evaluation.

A. Kozachok, Ilya P. Latyshev, E. Karpulevich et al. · arXiv.org · 0 citations