Training or Architecture? How to Incorporate Invariance in Neural Networks

Kanchana Vaishnavi Gandikota, Jonas Geiping, Zorah Lähner +2

Many applications require the robustness, or ideally the invariance, of a neural network to certain transformations of input data. Most commonly, this requirement is addressed by e…