Deep Augmentation: Dropout as Augmentation for Self-Supervised Learning

Rickard Brüel-Gabrielsson, Tongzhou Wang, Manel Baradad +1

Despite dropout's ubiquity in machine learning, its effectiveness as a form of data augmentation remains under-explored. We address two key questions: (i) When is dropout effective…