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Convergence of Nonconvex PnP-ADMM with MMSE Denoisers

Convergence of Nonconvex PnP-ADMM with MMSE Denoisers

30 November 2023
Chicago Y. Park
Shirin Shoushtari
Weijie Gan
Ulugbek S. Kamilov
ArXiv (abs)PDFHTML

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

5 / 5 papers shown
Title
Plug-and-Play Image Restoration with Deep Denoiser Prior
Plug-and-Play Image Restoration with Deep Denoiser Prior
Peng Sun
Yawei Li
W. Zuo
Lei Zhang
Luc Van Gool
Radu Timofte
DiffMSupR
101
807
0
31 Aug 2020
Scalable Plug-and-Play ADMM with Convergence Guarantees
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
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
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
Learning Deep CNN Denoiser Prior for Image Restoration
Peng Sun
W. Zuo
Shuhang Gu
Lei Zhang
SupR
152
1,847
0
11 Apr 2017
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