Convergence of Nonconvex PnP-ADMM with MMSE Denoisers

Convergence of Nonconvex PnP-ADMM with MMSE Denoisers

30 November 2023

Chicago Y. Park

Shirin Shoushtari

Ulugbek S. Kamilov

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Papers citing "Convergence of Nonconvex PnP-ADMM with MMSE Denoisers"

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Title
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 101 807 0 31 Aug 2020
Scalable Plug-and-Play ADMM with Convergence Guarantees Yu Sun Zihui Wu Xiaojian Xu B. Wohlberg Ulugbek S. Kamilov BDL 91 76 0 05 Jun 2020
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zhangyang Wang W. Yin AI4CE 66 354 0 14 May 2019
A Simple Proximal Stochastic Gradient Method for Nonsmooth Nonconvex Optimization Zhize Li Jian Li 71 116 0 13 Feb 2018
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 152 1,847 0 11 Apr 2017