Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks

Louis Béthune, Thibaut Boissin, Mathieu Serrurier +3

Lipschitz constrained networks have gathered considerable attention in the deep learning community, with usages ranging from Wasserstein distance estimation to the training of cert…