Safe Augmentation: Learning Task-Specific Transformations from Data

1 code implementation • 30 Jul 2019 • Irynei Baran, Orest Kupyn, Arseny Kravchenko

We present a simple and explainable method called $\textbf{Safe Augmentation}$ that can learn task-specific data augmentation techniques that do not change the data distribution and improve the generalization of the model.

Data Augmentation