josedolz

LiviaNET

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

HyperDenseNet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

HyperDenseNet_pytorch

Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation

SemiDenseNet

Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.

IVD-Net

Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.

MSL-student-becomes-master

LiviaNet_pytorch

This repository contains the pytorch implementation of our LiviaNET architecture

UnbiasedShapeCompactness

This repository contains the code employed in our work: "Unbiased Shape Compactness for segmentation"

fewshot-segmentation

On the Texture Bias for Few-Shot CNN Segmentation

3D-F-CNN-BrainStruct

This repository contains materials employed in our work to segment subcortical brain structures by employing a 3D fully Convolutional Neural Network.

FSMS-Surrogate

Semi-supervised few-shot learning for medical image segmentation

Progressive_Dilated_UNet

RePRI-for-Few-Shot-Segmentation

(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166

academic-kickstart

Easily create a beautiful website using Academic and Hugo

academic-kickstart-netlify-cms

This is an integration of academic theme with Netlify CMS

caffe-release_segmentation

chainer

A flexible framework of neural networks for deep learning

CSrankings

A web app for ranking computer science departments according to their research output in selective venues.

fewshot-segmentation-1

Folder-Structure-Conventions

Folder / directory structure options and naming conventions for software projects

google-research

Google Research

josedolz.github.io

keras-vis

Neural network visualization toolkit for keras

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

PFENet

PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).

Realistic-Neural-Talking-Head-Models

My implementation of Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (Egor Zakharov et al.).