Jian Zhang (@jianzhangcs)
github

jianzhangcs

Twitter logo Share LinkedIn logo Share Facebook logo Share
  • Stars
    star
    663
  • Global Rank 45,050 (Top 2 %)
  • Followers 252
  • Following 5
  • Registered over 6 years ago
  • Most used languages
    Python
         90.0 %
    MATLAB
         10.0 %

Top repositories

1

ISTA-Net-PyTorch

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)
Python
150
star
2

ISTA-Net

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (Tensorflow Code)
Python
119
star
3

panini

Panini-Net: GAN Prior based Degradation-Aware Feature Interpolation for Face Restoration, AAAI 2022 (PyTorch Code)
Python
97
star
4

DAGL

Dynamic Attentive Graph Learning for Image Restoration, ICCV2021 [PyTorch Code]
Python
88
star
5

ISTA-Netpp

ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing, ICME2021 [PyTorch Code]
Python
29
star
6

OPINE-Net

Optimization-Inspired Compact Deep Compressive Sensing, JSTSP2020 (PyTorch Code)
Python
26
star
7

GSR

Matlab code for Group-based Sparse Representation for Image Restoration, TIP2014
MATLAB
23
star
8

SCI3D

Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging, ICCV2021 [PyTorch Code]
Python
23
star
9

HerosNet

HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging (CVPR2022)
Python
23
star
10

COAST

COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing, TIP2021 [PyTorch Code]
Python
13
star
11

TVNLR

Matlab Code for Improved Total Variation based Image Compressive Sensing Recovery by Nonlocal Regularization
12
star
12

HiTDUN

Official implementation of High-Throughput Deep Unfolding Network for Compressive Sensing MRI
11
star
13

ALSB

Matlab Code for Image compressive sensing recovery using adaptively learned sparsifying basis via L0 minimization
7
star
14

CONCOLOR

Matlab Code for CONCOLOR: COnstrained Non-COnvex LOw-Rank Model for Image Deblocking, TIP2016
4
star
15

RCoS

Matlab Code for Image Compressive Sensing Recovery via Collaborative Sparsity
4
star
16

AST-NLS

Matlab Code for Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity
3
star
17

DualDic

Matlab Code for Image Super-Resolution via Dual-Dictionary Learning and Sparse Representation
2
star
18

IRJSM

Matlab Code for Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain, TCSVT2014
1
star