CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features

2019 inproceedings yun2019cutmix ○ Not yet verified

Authors

Sangdoo Yun, Dongyoon Han, Seong Joon Oh, Sanghyuk Chun, Junsuk Choe, Youngjoon Yoo

Venue

ICCV 2019

Abstract

Combines cutting and mixing: patches from one image replace regions in another, with labels mixed proportionally. Improves over Cutout by using cut pixels constructively rather than zeroing them out.