R-Mix

2000년 도입 · 논문 1편에서 사용

R-Mix (Random Mix-up) is a Mix-up family Data Augmentation method. It combines random Mix-up with Saliency-guided mix-up, producing a procedure that is fast and performant, while reserving good characteristics of Saliency-guided Mix-up such as low Expected Calibration Error and high Weakly-supervised Object Localization accuracy.

출처: Expeditious Saliency-guided Mix-up through Random Gradient Thresholding

소개 논문: Expeditious Saliency-guided Mix-up through Random Gradient Thresholding