What Can Style Transfer and Paintings Do For Model Robustness?

Hubert Lin, Mitchell van Zuijlen, Sylvia C. Pont +2

A common strategy for improving model robustness is through data augmentations. Data augmentations encourage models to learn desired invariances, such as invariance to horizontal f…