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Region Mixup

Authors :
Saha, Saptarshi
Garain, Utpal
Source :
The Second Tiny Papers Track at ICLR 2024
Publication Year :
2024

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.<br />Comment: Published as a Tiny Paper at ICLR 2024

Details

Database :
arXiv
Journal :
The Second Tiny Papers Track at ICLR 2024
Publication Type :
Report
Accession number :
edsarx.2409.15028
Document Type :
Working Paper