On Maximum-a-Posteriori estimation with Plug & Play priors and
stochastic gradient descent

On Maximum-a-Posteriori estimation with Plug & Play priors and stochastic gradient descent

16 January 2022

Valentin De Bortoli

Andrés Almansa

Marcelo Pereyra

Papers citing "On Maximum-a-Posteriori estimation with Plug & Play priors and stochastic gradient descent"

15 / 15 papers shown

Title
Plug-and-Play Algorithm Convergence Analysis From The Standpoint of Stochastic Differential Equation Zhongqi Wang Bingnan Wang Maosheng Xiang 19 0 0 22 Apr 2024
Learning pseudo-contractive denoisers for inverse problems Deliang Wei Peng Chen Fang Li 22 4 0 08 Feb 2024
Provable Probabilistic Imaging using Score-Based Generative Priors Yu Sun Zihui Wu Yifan Chen Berthy T. Feng Katherine L. Bouman DiffM 22 26 0 16 Oct 2023
Thin On-Sensor Nanophotonic Array Cameras Praneeth Chakravarthula Ji-ping Sun Xiao Li Chenyang Lei Gene Chou Mario Bijelic Johannes Froesch A. Majumdar Felix Heide 24 19 0 05 Aug 2023
Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms Tim Tsz-Kit Lau Han Liu T. Pock 39 4 0 25 May 2023
Solving Linear Inverse Problems using Higher-Order Annealed Langevin Diffusion Nicolas Zilberstein A. Sabharwal Santiago Segarra DiffM 39 7 0 08 May 2023
Provably Convergent Plug & Play Linearized ADMM, applied to Deblurring Spatially Varying Kernels Charles Laroche Andrés Almansa Eva Coupeté Matias Tassano 25 2 0 19 Oct 2022
Video Restoration with a Deep Plug-and-Play Prior Antoine Monod J. Delon Matias Tassano Andrés Almansa 25 1 0 06 Sep 2022
Learned reconstruction methods with convergence guarantees Subhadip Mukherjee A. Hauptmann Ozan Oktem Marcelo Pereyra Carola-Bibiane Schönlieb 22 49 0 11 Jun 2022
Deep Model-Based Super-Resolution with Non-uniform Blur Charles Laroche Andrés Almansa Matias Tassano SupR 26 11 0 21 Apr 2022
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization Samuel Hurault Arthur Leclaire Nicolas Papadakis 49 72 0 31 Jan 2022
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms Pravin Nair Ruturaj G. Gavaskar K. Chaudhury 43 37 0 21 Apr 2021
Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie R. Laumont Valentin De Bortoli Andrés Almansa J. Delon Alain Durmus Marcelo Pereyra 24 109 0 08 Mar 2021
Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior Mario González Andrés Almansa Pauline Tan 37 30 0 02 Mar 2021
Regularization by Denoising: Clarifications and New Interpretations E. T. Reehorst Philip Schniter 56 214 0 06 Jun 2018