Instance-Conditioned GAN Data Augmentation for Representation Learning

Pietro Astolfi, Arantxa Casanova, Jakob Verbeek +3

Data augmentation has become a crucial component to train state-of-the-art visual representation models. However, handcrafting combinations of transformations that lead to improved…