ReSmooth: Detecting and Utilizing OOD Samples when Training with Data Augmentation

Chenyang Wang, Junjun Jiang, Xiong Zhou +1

Data augmentation (DA) is a widely used technique for enhancing the training of deep neural networks. Recent DA techniques which achieve state-of-the-art performance always meet th…