On the Contractivity of Plug-and-Play Operators

Chirayu D. Athalye, Kunal N. Chaudhury, Bhartendu Kumar

In plug-and-play (PnP) regularization, the proximal operator in algorithms such as ISTA and ADMM is replaced by a powerful denoiser. This formal substitution works surprisingly wel…