Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization

Samuel Hurault, Arthur Leclaire, Nicolas Papadakis

Plug-and-Play (PnP) methods solve ill-posed inverse problems through iterative proximal algorithms by replacing a proximal operator by a denoising operation. When applied with deep…