Standard neural networks for imaging tasks are tied to a certain fixed image resolution they were trained on. Neural operators were proposed in Kovachki, Nikola, et al. “Neural operator: Learning maps between function spaces with applications to PDEs” as a way to generalize neural networks to an infinite-dimensional setting. A …
