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2014-neurometh-barrels

L. Perronnet, M.E. Vilarchao, G. Hucher, D.E. Shulz, G. Peyré, I. Ferezou. An automated workflow for the anatomo-functional mapping of the barrel cortex. Journal of Neuroscience Methods, 263(1), pp. 145–154, 2016.

apg

A lightweight accelerated proximal-gradient package for matlab

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

compare_gan

Compare GAN code.

compsensing_dip

Compressed sensing with deep image prior algorithm

cyclegan-tensorflow

An implementation of CycleGan using TensorFlow

dagan

DAGAN: Data Augmentation Generative Adversarial Networks

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-image-prior

Image restoration with neural networks but without learning.

deep-mri-reconstruction

Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo

deep_complex_networks

Implementation related to the Deep Complex Networks

deep_mri_unet

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningcoursecodes

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepmri

The code for paper 'DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution'

derainzoo

DerainZoo for collecting deraining methods, datasets, and codes.

doc-dcs

Difference of Convolution for Deep Compressive Sensing, IEEE International Conference on Image Processing (ICIP), 2019

dsgan

Implementation of Diversity-Sensitive Conditional Generative Adversarial Networks (ICLR 2019)

fima

On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems (TPAMI 2019)

gan-mri

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

gancs

Compressed Sensing MRI based on Deep Generative Adversarial Network

graph_nets

Build Graph Nets in Tensorflow

image-representation

mganprior

Code for paper `Image Processing Using Multi-Code GAN Prior`

ms-csc-rain-streak-removal

There is a code of ”Video Rain Streak Removal By Multiscale Convolutional Sparse Coding”　ｉｎ. There are several added comparison results in different real videos to further show the superiority of the MS-CSC model.

numerical-tours

Numerical Tours of Signal Processing

proxl1-l2

The source codes for the paper "Fast l1-l2 minimization via a proximal operator”

pytorch-camp

pytorch-tutorial

Build your neural network easy and fast