Alternatives and similar repositories for ml-ista

Users that are interested in ml-ista are comparing it to the libraries listed below

• davevanveen / compsensing_dip
  Compressed sensing with deep image prior algorithm
  ☆63Updated last year
• benMen87 / ApproximateConvolutionalSparseCoding
  An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328
  ☆43Updated 3 years ago
• aaberdam / Holistic_Pursuit
  An implementation of the Holistic Pursuit for the Multi-Layer Sparse Coding model. Contains a comparison to the projection pursuit algori…
  ☆19Updated 6 years ago
• reinhardh / supplement_deep_decoder
  ☆98Updated 6 years ago
• jsulam / Online-Dictionary-Learning-demo
  ☆41Updated 7 years ago
• tomMoral / adopty
  ☆19Updated 5 years ago
• VITA-Group / LISTA-CPSS
  [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*…
  ☆63Updated 3 years ago
• drorsimon / CSCNet
  Code for the paper "Rethinking the CSC Model for Natural Images"
  ☆31Updated 2 years ago
• ZezhouCheng / GP-DIP
  Code for A Bayesian Perspective on the Deep Image Prior (CVPR 2019)
  ☆62Updated 6 years ago
• meyerscetbon / Deep-K-SVD
  ☆73Updated 2 years ago
• VITA-Group / ALISTA
  [ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Y…
  ☆75Updated 3 years ago
• bwohlberg / sporco
  Sparse Optimisation Research Code
  ☆273Updated 2 weeks ago
• VLOGroup / tdv
  Total Deep Variation Regularizer
  ☆51Updated 4 years ago
• ioangatop / srVAE
  VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.
  ☆78Updated 5 years ago
• mccorbineau / iRestNet
  Deep unfolded proximal interior point algorithm
  ☆12Updated 5 years ago
• zs-zhong / D-LADMM
  The code for Differentiable Linearized ADMM (ICML 2019)
  ☆36Updated 6 years ago
• uclaopt / Provable_Plug_and_Play
  [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
  ☆68Updated 6 years ago
• btolooshams / crsae
  CRsAE (constrained recurrent sparse autoencoder)
  ☆15Updated 4 months ago
• XiaoxiaSun / supervised-deep-sparse-coding-networks
  supervised deep sparse coding networks
  ☆31Updated 8 years ago
• oscarmickelin / tensor-ring-decomposition
  ☆36Updated 4 years ago
• thalitadru / LDMnet-pytorch
  Implementation of LDMnet in pytorch
  ☆22Updated 6 years ago
• JeanKossaifi / FISTA
  Python implementation of the Fast Iterative Shrinkage/Thresholding Algorithm.
  ☆94Updated 6 years ago
• VITA-Group / HyperLISTA
  [NeurIPS 2021] "Hyperparameter Tuning is All You Need for LISTA" by Xiaohan Chen, Jialin Liu, Zhangyang Wang and Wotao Yin
  ☆24Updated 3 years ago
• MLI-lab / overparameterized_convolutional_generators
  ☆16Updated 5 years ago
• huyvd7 / pytorch-deepglr
  A pytorch implementation of Deep Graph Laplacian Regularization for image denoising
  ☆29Updated 2 years ago
• yangyan92 / Deep-ADMM-Net
  ☆218Updated 8 years ago
• LabForComputationalVision / universal_inverse_problem
  Examples and code for "Solving linear inverse problems using the prior implicit in a denoiser", Z Kadkhodaie and EP Simoncelli
  ☆56Updated 4 years ago
• omrijsharon / torchlex
  Complex tensor and complex functions for pytorch.
  ☆49Updated 3 years ago
• adler-j / wasserstein_inverse_problems
  Code for the article "Learning to solve inverse problems using Wasserstein loss"
  ☆28Updated 8 years ago
• juglab / FourierImageTransformer
  Fourier Image Transformer (FIT) can solve relevant image analysis tasks in Fourier space.
  ☆100Updated 3 years ago