Learning to solve TV regularized problems with unrolled algorithms

Hamza Cherkaoui, Jeremias Sulam, Thomas Moreau

Total Variation (TV) is a popular regularization strategy that promotes piece-wise constant signals by constraining the ${\ell }_1$-norm of the first order derivative of the estimated…