Alternatives and similar repositories for LISTA

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

• minhnhat93 / lfa_sc
  Matlab implementation of the paper "Learning fast approximations of sparse coding"
  ☆32Updated 9 years ago
• KuldeepKulkarni / ReconNet
  ReconNet: CVPR 2016
  ☆44Updated 5 years ago
• ngcthuong / MS-DCSNet-Release
  Multi-Scale Deep Compressive Sensing Network, IEEE Inter. Conf. Visual Comm. Image Process. (VCIP), 2018
  ☆13Updated 5 years ago
• sreyas-mohan / DeepFreq
  Code, Pre-trained Models and some materials accompanying "Data-driven Estimation of Sinusoid Frequencies"
  ☆46Updated 2 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*…
  ☆62Updated 3 years ago
• Phoenix-V / tensor-admm-net-sci
  Dataset with processing code
  ☆44Updated 5 years ago
• Chinmayrane16 / ReconNet-PyTorch
  A non-iterative algorithm to reconstruct images from compressively sensed measurements.
  ☆43Updated 4 years ago
• jianzhangcs / ISTA-Netpp
  ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing, ICME2021 [PyTorch Code]
  ☆61Updated 3 years ago
• ngcthuong / DoC-DCS
  Difference of Convolution for Deep Compressive Sensing, IEEE International Conference on Image Processing (ICIP), 2019 - Training code in…
  ☆10Updated 4 years ago
• KrakenLeaf / CORONA
  ☆24Updated 6 years ago
• yangyan92 / Pytorch_ADMM-CSNet
  ☆77Updated 3 years ago
• zhazhiyuan / Nonlocal_Image_CS_Demo
  ☆11Updated 2 years ago
• wukailun / GLISTA
  source code of GLISTA
  ☆23Updated 5 years ago
• wadayama / TISTA
  Trainable ISTA for sparse signal recovery
  ☆42Updated 6 years ago
• hkaggarwal / J-MoDL
  Joint model-based deep learning for parallel imaging.
  ☆20Updated 4 years ago
• drorsimon / CSCNet
  Code for the paper "Rethinking the CSC Model for Natural Images"
  ☆31Updated last year
• meyerscetbon / Deep-K-SVD
  ☆73Updated last year
• jinxixiang / FISTA-Net
  A model-based deep learning network for inverse problem in imaging
  ☆71Updated 3 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…
  ☆71Updated 3 years ago
• jianzhangcs / ISTA-Net
  ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (Tensorflow Code)
  ☆134Updated 4 years ago
• hdong920 / Tensor_RPCA_ScaledGD
  ☆12Updated 2 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
• WeishengDong / DPDNN_PyTorch
  ☆23Updated 4 years ago
• WeishengDong / DPDNN
  ☆24Updated 6 years ago
• wzhshi / TIP-CSNet
  The training codes, the training data, and some pre-trained models for my TIP paper "Image Compressed Sensing using Convolutional Neural …
  ☆44Updated 5 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
  ☆23Updated 3 years ago
• jsulam / OSDL
  Online Sparse Dictionary Learning Algorithm
  ☆31Updated 6 years ago
• wenbihan / strollr2d_icassp2017
  Image Denoising Codes using STROLLR learning, the Matlab implementation of the paper in ICASSP2017
  ☆26Updated 7 years ago
• cindydeng1991 / Deep-Coupled-ISTA-Network
  Implementation of Paper Deep Coupled ISTA Network for Multi-modal Image Super-Resolution
  ☆10Updated 5 years ago
• PangTongyao / Self-supervised-BNN-for-image-recovery
  ☆22Updated 4 years ago