RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks

Seong-Hyeon Hwang, Minsu Kim, Steven Euijong Whang

We study the problem of robust data augmentation for regression tasks in the presence of noisy data. Data augmentation is essential for generalizing deep learning models, but most…