Jaejun Yoo's repositories
gan_tutorial
GAN and WGAN tutorial codes
wct2_trainer
I am not sure this was the final version for training the wave encoder and decoder that I used for the paper, but this is what I can find for now.
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
aahq-dataset
Artstation-Artistic-face-HQ Dataset (AAHQ)
aqm-plus
PyTorch code for Large-Scale Answerer in Questioner's Mind for Visual Dialog Question Generation (AQM+)
edge-connect
EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. https://arxiv.org/abs/1901.00212
generative-evaluation-prdc
Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
how-to-read-pytorch
Quick, visual, principled introduction to pytorch code through five colab notebooks.
manim
Animation engine for explanatory math videos
Multi-Kernel-Regression-gTV-
The accompanying codes of the paper "Multi-Kernel Regression with Sparsity Constraint"
neural-function-distributions
Pytorch implementation of Generative Models as Distributions of Functions 🌿
Notebooks_for_SS
Jupyter notebooks to help the students understand complex math concepts of the signals and systems course.
precision_recall
Based on "Improved precision and recall metric for assessing generative models"
predictive-filter-flow
Predictive Filter Flow for fully/self-supervised learning on various vision tasks
RL-Restore
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)
SC-FEGAN
SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color
SinGAN
Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image"
Single-Image-Super-Resolution
A collection of high-impact and state-of-the-art SR methods
TopPR
NeurIPS 2023 - TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Official Code
torchgpipe
A GPipe implementation in PyTorch
WCT2
Software that can perform photorealistic style transfer without the need of any post-processing steps.