Learned convex regularizers for inverse problems

Subhadip Mukherjee, Sören Dittmer, Zakhar Shumaylov +3

We consider the variational reconstruction framework for inverse problems and propose to learn a data-adaptive input-convex neural network (ICNN) as the regularization functional.…