Alternatives and similar repositories for PnP-ADMM

Users that are interested in PnP-ADMM are comparing it to the libraries listed below

• sunyumark / 2019-TCI-OnlinePnP
  The code for "An online plug-and-play algorithm for regularized image reconstruction", IEEE TCI, 2019.
  ☆10Updated 5 years ago
• uclaopt / Provable_Plug_and_Play
  [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
  ☆70Updated 6 years ago
• sedaboni / ADMM-DIPTV
  Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)
  ☆41Updated 3 years ago
• ricedsp / prDeep
  This package contains the code to run prDeep; a noise robust phase retrieval algorithm based on deep neural networks.
  ☆45Updated 7 years ago
• kanglin755 / plug_and_play_admm
  A simple Pytorch implementation of plug and play ADMM with examples
  ☆43Updated 3 years ago
• VLOGroup / tdv
  Total Deep Variation Regularizer
  ☆51Updated 4 years ago
• dgilton / deep_equilibrium_inverse
  Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"
  ☆37Updated 4 years ago
• wustl-cig / bcred
  The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)
  ☆11Updated 6 years ago
• Yunhui-Gao / ISTA
  Iterative shrinkage / thresholding algorithms (ISTAs) for linear inverse problems
  ☆32Updated last year
• Houruizhi / TRPA
  Truncated Residual Based Plug-and-Play ADMM Algorithm for MRI Reconstruction
  ☆17Updated last year
• liuyang12 / PnP-SCI
  Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)
  ☆69Updated 5 years ago
• tomgoldstein / fasta-matlab
  A Matlab library for solving optimization problems with forward-backward splitting
  ☆40Updated 7 years ago
• edward-reehorst / On_RED
  This repository is made to publish code used in "Regularization by Denoising: Clarifications and New Interpretations" by Reehorst, Schnit…
  ☆20Updated 7 years ago
• liuyang12 / 3DCS
  Three-dimensional compressive sensing algorithms
  ☆38Updated 8 years ago
• Phoenix-V / tensor-admm-net-sci
  Dataset with processing code
  ☆44Updated 6 years ago
• jinxixiang / FISTA-Net
  A model-based deep learning network for inverse problem in imaging
  ☆79Updated 3 years ago
• PhanHuyThong / Image-Reconstruction-by-CNN-based-PGD
  Framework to train CNN and use it in Relaxed Projected Gradient Descent (RPGD) to reconstruct images
  ☆12Updated 6 years ago
• Waller-Lab / UDN
  ☆28Updated 3 years ago
• Waller-Lab / LenslessLearning
  Code for Lensless Learning Paper
  ☆69Updated 4 years ago
• Waller-Lab / SpectralDiffuserCam
  Code and project page for Spectral DiffuserCam
  ☆28Updated 5 years ago
• yangyan92 / ADMM-CSNet
  Matlab code for ADMM-CSNet
  ☆84Updated 6 years ago
• hkaggarwal / J-MoDL
  Joint model-based deep learning for parallel imaging.
  ☆21Updated 5 years ago
• csleemooo / Deep_learning_based_on_parameterized_physical_forward_model_for_adaptive_holographic_imaging
  Deep learning based on parameterized physical forward model for adaptive holographic imaging with unpaired data
  ☆28Updated 3 years ago
• lixing0810 / Pytorch_ADMM-CSNet
  Codes for model in "ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing" (TPAMI 2019)
  ☆32Updated 4 years ago
• Dong-Huo / VDIP-Deconvolution
  ☆18Updated 2 years ago
• axgoujon / convex_ridge_regularizers
  ☆20Updated 2 years ago
• lanl / scico-data
  Data for the scico project
  ☆14Updated last month
• kellman / physics_based_learning
  Learning for computational imaging system made simple.
  ☆65Updated 5 years ago
• Vandermode / TFPnP
  Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems (ICML 2020 Award Paper & JMLR 2022)
  ☆91Updated last year
• wustl-cig / PnP-MSSN
  A Multiple Self-Similarity Network Based Plug-and-Play Prior for MRI Reconstruction
  ☆14Updated 5 years ago