Paper ID: 2409.15028

Region Mixup

Saptarshi Saha, Utpal Garain

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.

Submitted: Sep 23, 2024