Region Mixup
Saptarshi Saha, Utpal Garain · arXiv (Cornell University) · 2024
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.