Tied-Augment: Controlling Representation Similarity Improves Data Augmentation

1 code implementation • 22 May 2023 • Emirhan Kurtulus, Zichao Li, Yann Dauphin, Ekin Dogus Cubuk

For example, even the simple flips-and-crops augmentation requires training for more than 5 epochs to improve performance, whereas RandAugment requires more than 90 epochs.

Data Augmentation