Joonhyung Lee/이준형's repositories
Medical-Imaging-Tutorial
A few projects with MRI and X-ray CT imaging that I have done. SENSE, GRAPPA, and linear CT reconstruction are included.
fastMRI-kspace
Code for cracking the fastMRI challenge.
Memory-Efficient-Self-Attention
Unofficial PyTorch implementation of "Self-Attention does not Need O(n^2) Memory".
Horovod-Pytorch-Tutorial
Horovod Tutorial for Pytorch using NVIDIA-Docker.
Knowledge-Distillation-Task
My implementation of "Distilling the Knowledge in a Neural Network" on the CIFAR10 data set using Pytorch.
Bioinformatics-Project
Code for Bioinformatics final project at KAIST 2019 Fall Semester using Graph Convolutional Networks.
CT1
Project for parallel-beam CT projection using C++ MATLAB mex files.
gan-ood-adapt
GAN models for Out-of-Distribution Detection and Domain Adaptation.
PA1
Programming Assignment 1 for Deep Learning for Computer Vision and Robotics, KAIST 2019 Spring.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration