Jian Zhang

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]

HerosNet. HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging (CVPR2022)

GSR. Matlab code for Group-based Sparse Representation for Image Restoration, TIP2014

SCI3D. Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging, ICCV2021 [PyTorch Code]

OPINE-Net. Optimization-Inspired Compact Deep Compressive Sensing, JSTSP2020 (PyTorch Code)

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 Regularization

HiTDUN. Official implementation of High-Throughput Deep Unfolding Network for Compressive Sensing MRI

R-DFCIL. R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning, ECCV2022 [PyTorch Code]

MADUN. Memory-Augmented Deep Unfolding Network for Compressive Sensing(ACMMM 2021)

ALSB. Matlab Code for Image compressive sensing recovery using adaptively learned sparsifying basis via L0 minimization

RCoS. Matlab Code for Image Compressive Sensing Recovery via Collaborative Sparsity

COLA-Net. COLA-Net: Collaborative Attention Network for Image Restoration, TMM2021 (PyTorch Code)

CONCOLOR. Matlab Code for CONCOLOR: COnstrained Non-COnvex LOw-Rank Model for Image Deblocking, TIP2016

CASNet. Content-aware Scalable Deep Compressed Sensing (TIP 2022) [PyTorch]

AST-NLS. Matlab Code for Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity

Deep-Generalized-Unfolding-Networks-for-Image-Restoration. Python

DualDic. Matlab Code for Image Super-Resolution via Dual-Dictionary Learning and Sparse Representation

DDNM. Official PyTorch implementation for the paper "Zero Shot Image Restoration Using Denoising Diffusion Null-Space Model"

IRJSM. Matlab Code for Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain, TCSVT2014

EoP. Matlab Code for Entropy of Primitive: From Sparse Representation to Visual Information Evaluation

DGSMP. PyTorch code for CVPR2021 paper "Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging"

CS-video-reconstruction-RRS. Matlab implementation of the CS video reconstruction method RRS