Juan Pablo de la Cruz Gutiérrez's Projects
A curated, quasi-exhaustive list of state-of-the-art publications and resources about Generative Adversarial Networks (GANs) and their applications.
Pytorch implementation of DiffusionNet for fast and robust learning on 3D surfaces like meshes or point clouds.
Dijkstra's Shortest Path for 6, 18, and 26-Connected 3D Image Volumes
Interactive tool for creating directed graphs
A guide for the rest of us on using C++ templates.
Implementation of CVPR 2020 Dual Super-Resolution Learning for Semantic Segmentation
Simple C++ implementation of the (manifold) dual marching cubes algorithm from Gregory M. Nielson
Efficient Python Tricks and Tools for Data Scientists
Efficient R programming: a book
1st Edition of Elegant SciPy (O'Reilly Publishers)
official repository of paper "An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images"
SIMD-accelerated base64 codecs
PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images
Quick and dirty script to get files from a file. Yes, one would rather use "wget -A extension", but I felt like it.
Google Research
Learn computer graphics by writing GPU shaders!
B-Spline CNNs on Lie groups
Slideshow, papers, and example R scripts to demonstrate shrinkage/partial pooling and prediction in hieararchical models
IPython for Web Devs book
This is the official pytorch implementation for the paper: Instance Similarity Learning for Unsupervised Feature Representation.
Fork of https://github.com/d3x0r/MarchingTetrahedra - adds texturing test
An easy-to-read, quick reference for JS best practices, accepted coding standards, and links around the Web
Config files for my GitHub profile.
Cloud Native Presentation Slides with Jupyter Notebook + Reveal.js
Demonstration of parametric bootstrap to find k for kmeans
Website for KDD 2020 Tutorial on User-centric xai for healthcare
Some fun things you can do with kernel modules (all "bad ideas")
Skeletonize densely labeled 3D image segmentations.
Toolchain for converting LaTeX Book documents to ebook formats