SapAugment: Learning A Sample Adaptive Policy for Data Augmentation

Ting-Yao Hu, Ashish Shrivastava, Jen-Hao Rick Chang +5

Data augmentation methods usually apply the same augmentation (or a mix of them) to all the training samples. For example, to perturb data with noise, the noise is sampled from a N…