VLOGroup / denoising-variationalnetwork

Related projects ⓘ

Alternatives and complementary repositories for denoising-variationalnetwork

• VLOGroup / tdv
  Total Deep Variation Regularizer
  ☆49Updated 3 years ago
• MLI-lab / overparameterized_convolutional_generators
  ☆14Updated 5 years ago
• kellman / physics_based_learning
  Learning for computational imaging system made simple.
  ☆58Updated 3 years ago
• wustl-cig / PnP-MSSN
  A Multiple Self-Similarity Network Based Plug-and-Play Prior for MRI Reconstruction
  ☆12Updated 4 years ago
• dgilton / deep_equilibrium_inverse
  Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"
  ☆37Updated 3 years ago
• GaryMataev / DeepRED
  DeepRED: Deep Image Prior Powered by RED
  ☆64Updated 5 years ago
• tum-vision / learn_prox_ops
  Implementation of "Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems"
  ☆44Updated 4 years ago
• ZezhouCheng / GP-DIP
  Code for A Bayesian Perspective on the Deep Image Prior (CVPR 2019)
  ☆60Updated 5 years ago
• svvenkatakrishnan / plug-and-play-priors
  An algorithmic framework to experiment with different image priors via denoising algorithms for inverse problems.
  ☆24Updated 7 years ago
• uclaopt / Provable_Plug_and_Play
  [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
  ☆66Updated 5 years ago
• benMen87 / ApproximateConvolutionalSparseCoding
  An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328
  ☆43Updated 2 years ago
• edongdongchen / DDN
  Deep Decomposition Network (DDN) for Inverse Imaging Problems, ECCV'2020
  ☆29Updated 3 years ago
• simoneparisotto / TDV-for-image-denoising
  This is a companion software for the submission: "Higher-Order Total Directional Variation: Imaging Applications" by Simone Parisotto , J…
  ☆31Updated 3 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…
  ☆19Updated 6 years ago
• Vandermode / TFPnP
  Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems (ICML 2020 Award Paper & JMLR 2022)
  ☆88Updated last year
• vegarant / Invfool
  Code related to the paper "On instabilities of deep learning in image reconstruction - Does AI come at a cost?"
  ☆35Updated 4 years ago
• utcsilab / deepinpy
  Deep inverse problems in Python
  ☆57Updated last year
• samuro95 / GSPnP
  Source code for the paper "Gradient Step Denoiser for convergent Plug-and-Play"
  ☆29Updated 11 months ago
• meyerscetbon / Deep-K-SVD
  ☆69Updated last year
• wustl-cig / RARE
  Demo code for RARE
  ☆21Updated 2 years ago
• drorsimon / CSCNet
  Code for the paper "Rethinking the CSC Model for Natural Images"
  ☆31Updated last year
• reinhardh / supplement_deep_decoder
  ☆96Updated 5 years ago
• wustl-cig / bcred
  The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)
  ☆11Updated 5 years ago
• csm9493 / GAN2GAN
  The Official code of GAN2GAN (ICLR 2021)
  ☆30Updated 3 years ago
• vpronina / DeepWienerRestoration
  ☆11Updated 3 years ago
• daviddmc / Deform2Self
  Deform2Self
  ☆20Updated last year
• eboigne / PyTV-4D
  Python routines to compute the Total Variation (TV) of 2D, 3D and 4D images on CPU & GPU. Compatible with proximal algorithms (ADMM, Cham…
  ☆32Updated last year
• MLI-lab / Robustness-CS
  Measuring the robustness of compressive sensing methods (including deep-learning-based ones) for image reconstruction.
  ☆29Updated 3 years ago
• LabForComputationalVision / bias_free_denoising
  Robust and Interpretable Blind Image Denoising via Bias-Free Convolutional Neural Networks
  ☆53Updated 2 years ago
• MLI-lab / cs_deep_decoder
  ☆17Updated 4 years ago