A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability

Chengtai Cao, Fan Zhou, Yurou Dai +2

Data augmentation (DA) is indispensable in modern machine learning and deep neural networks. The basic idea of DA is to construct new training data to improve the model's generaliz…