Stylized Synthetic Augmentation further improves Corruption Robustness

Georg Siedel, Rojan Regmi, Abhirami Anand +3

This paper proposes a training data augmentation pipeline that combines synthetic image data with neural style transfer in order to address the vulnerability of deep vision models…