Year: 2024
Type: preprint
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.
Source: arXiv (Cornell University)
Authors: Saha, Saptarshi, Garain, Utpal
Institution: Indian Statistical Institute
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
Award: G6769792828
OpenAlex ID: W4403780447