Learning to Compose Domain-Specific Transformations for Data Augmentation

Alexander J. Ratner, Henry R. Ehrenberg, Zeshan Hussain +2

Data augmentation is a ubiquitous technique for increasing the size of labeled training sets by leveraging task-specific data transformations that preserve class labels. While it i…