Alternatives and similar repositories for GSPnP

Users that are interested in GSPnP are comparing it to the libraries listed below

• LabForComputationalVision / universal_inverse_problem
  Examples and code for "Solving linear inverse problems using the prior implicit in a denoiser", Z Kadkhodaie and EP Simoncelli
  ☆55Updated 4 years ago
• dgilton / deep_equilibrium_inverse
  Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"
  ☆37Updated 4 years ago
• LabForComputationalVision / bias_free_denoising
  Robust and Interpretable Blind Image Denoising via Bias-Free Convolutional Neural Networks
  ☆56Updated 3 years ago
• claroche-r / FastDiffusionEM
  ☆26Updated last year
• wustl-cig / pnp-recovery
  Pytorch code for the NeurIPS 2021 paper "Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition"
  ☆9Updated 2 years ago
• kanglin755 / plug_and_play_admm
  A simple Pytorch implementation of plug and play ADMM with examples
  ☆42Updated 2 years ago
• matthieutrs / EquivariantPnP
  Equivariant plug-and-play algorithms
  ☆18Updated last year
• GaryMataev / DeepRED
  DeepRED: Deep Image Prior Powered by RED
  ☆67Updated 5 years ago
• bahjat-kawar / snips_torch
  [NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically
  ☆51Updated 2 years ago
• Vandermode / TFPnP
  Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems (ICML 2020 Award Paper & JMLR 2022)
  ☆89Updated 7 months ago
• edongdongchen / EI
  Equivariant Imaging (EI), ICCV'2021 Oral
  ☆70Updated 3 years ago
• VLOGroup / tdv
  Total Deep Variation Regularizer
  ☆51Updated 4 years ago
• axgoujon / convex_ridge_regularizers
  ☆19Updated last year
• sun-umn / Early_Stopping_for_DIP
  Official Implementation of Early Stopping for Deep Image Prior (TMLR)
  ☆26Updated last year
• uclaopt / Provable_Plug_and_Play
  [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
  ☆67Updated 5 years ago
• Dong-Huo / VDIP-Deconvolution
  ☆16Updated last year
• sherbret / normalization_equivariant_nn
  Official implementation of the paper "Normalization-Equivariant Neural Networks with Application to Image Denoising" (NeurIPS'23)
  ☆13Updated 2 weeks ago
• sunyumark / PnP-MonteCarlo
  Published in IEEE Trans. Comput. Imag.
  ☆8Updated 8 months ago
• JavierGurrola / RDUNet
  A Residual Dense U-net Neural Networkfor Image Denoising
  ☆55Updated 3 years ago
• sanghviyashiitb / poisson-deblurring
  Pytorch Code for "Photon Limited Non-Blind Deblurring using Algorithm Unrolling" (Transactions on Computational Imaging)
  ☆18Updated 2 years ago
• samuro95 / Prox-PnP
  ☆16Updated last year
• Wang-weixi / Adaptive_Sampling
  cvpr 2022
  ☆16Updated last year
• cabouman / mbirjax
  MBIRJAX is a Python package for Model Based Iterative Reconstruction (MBIR) of images from tomographic data.
  ☆17Updated this week
• faebstn96 / trainable-bilateral-filter-source
  This is our implementation of a trainable bilateral filter layer (PyTorch)
  ☆56Updated 2 years ago
• wustl-cig / bcred
  The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)
  ☆11Updated 5 years ago
• ysnan / NBD_KerUnc
  Project page of the paper 'Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution' (CVPR 2020)
  ☆17Updated 4 years ago
• edongdongchen / DDN
  Deep Decomposition Network (DDN) for Inverse Imaging Problems, ECCV'2020
  ☆30Updated 3 years ago
• siddiquesalman / flatnet
  This is the official pytorch code repo for the ICCV 2019 paper Towards Photorealistic Reconstruction of Highly Multiplexed Lensless Image…
  ☆36Updated last year
• PangTongyao / Recorrupted-to-Recorrupted-Unsupervised-Deep-Learning-for-Image-Denoising
  ☆63Updated 2 years ago
• liuyang12 / PnP-SCI
  Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)
  ☆65Updated 5 years ago