Juan Pablo de la Cruz Gutiérrez's Projects
Simple scheduler for running jobs on GPUs
Spline modelling made easy.
Image upscaling using SRGANs
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Resources for students in the Udacity's Machine Learning Engineer Nanodegree to work through Stanford's Convolutional Neural Networks for Visual Recognition course (CS231n).
The probability and statistics cookbook
PyTorch Implementation of Stacked U-Nets (SUNets)
Code for our MIDL 2019 talk https://openreview.net/forum?id=S1gTA5VggE
Surface Reconstruction
A basic C++ Template Meta Programming
threejsfundamentals.org
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.
Papers on Topology + Learning.
High-order spline interpolation in PyTorch
Transfer Learning Toolkit for Primary Researchers
Official Code Release for Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation
[CVPR 2022] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
Understanding Deep Learning - Simon J.D. Prince
Header-only, event based, tiny and easy to use libuv wrapper in modern C++
Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data
Important concepts in numerical analysis and related areas
Marching Cubes & Mesh Simplification on multi-label 3D images.