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convnet models 1data augmentation 1dermoscopic imaging 1out-of-domain generalization 1skin cancer classification 1

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cs.CV2026

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

Alexander Kozachok, Ilya Latyshev, Evgeny Karpulevich +3

The paper evaluates how different data augmentation strategies, especially photometric transformations and a mixed augmentation policy, can improve the out-of-domain robustness of…