Region Mixup

Published 23 Sep 2024 in cs.CV, cs.AI, and cs.LG | (2409.15028v1)

Abstract: This paper introduces a simple extension of mixup (Zhang et al., 2018) data augmentation to enhance generalization in visual recognition tasks. Unlike the vanilla mixup method, which blends entire images, our approach focuses on combining regions from multiple images.

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