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ISTA-Net-PyTorch
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)ISTA-Net
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (Tensorflow Code)panini
Panini-Net: GAN Prior based Degradation-Aware Feature Interpolation for Face Restoration, AAAI 2022 (PyTorch Code)DAGL
Dynamic Attentive Graph Learning for Image Restoration, ICCV2021 [PyTorch Code]ISTA-Netpp
ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing, ICME2021 [PyTorch Code]OPINE-Net
Optimization-Inspired Compact Deep Compressive Sensing, JSTSP2020 (PyTorch Code)GSR
Matlab code for Group-based Sparse Representation for Image Restoration, TIP2014SCI3D
Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging, ICCV2021 [PyTorch Code]HerosNet
HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging (CVPR2022)COAST
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing, TIP2021 [PyTorch Code]TVNLR
Matlab Code for Improved Total Variation based Image Compressive Sensing Recovery by Nonlocal RegularizationHiTDUN
Official implementation of High-Throughput Deep Unfolding Network for Compressive Sensing MRIALSB
Matlab Code for Image compressive sensing recovery using adaptively learned sparsifying basis via L0 minimizationRCoS
Matlab Code for Image Compressive Sensing Recovery via Collaborative SparsityAST-NLS
Matlab Code for Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal SimilarityDualDic
Matlab Code for Image Super-Resolution via Dual-Dictionary Learning and Sparse RepresentationIRJSM
Matlab Code for Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain, TCSVT2014Love Open Source and this site? Check out how you can help us