Jungwon Choi's repositories
Image-processing
Video system capstone projects
skt_deeptector
SKT AI Fellowship Robust Deepfake Detection Project
Audio_Signal_Processing
Practice & Term Project in Audio Signal Processing class (Matlab)
awesome-beamer
Creating presentation slides by using Beamer in LaTeX.
Batch-Instance-Normalization
Batch-Instance Normalization (BIN)
BIG-Champions-League
BIG Champions League : Big Data Analysis with Blade & Soul online game log data
charlesjwc.github.io
Jungwon Choi Homepage
CycleGAN-pytorch
CycleGAN Paper implementation code using pytorch
Domain-generalization
All about domain generalization
Deconvnet-pytorch
Deconvnet paper Implementation
Denoising-Diffusion-Probabilistic-Models-Playground
♨️ From scratch implementations of Denoising Diffusion Probabilistic Models for small toy examples to be run on local machines within minutes.
DRAIN
GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"
FCN-pytorch
Fully Convolutional Network Paper Implementation code using pytorch
FPGA
Digital Circuit Design using FPGA programming
GroupNorm-pytorch
GroupNorm paper Implementation code using pytorch
kaist-siml.github.io
Homepage of SIML
Numerical-analysis-practice
Numerical analysis practice using Matlab
OoD
Repository for theory and methods for Out-of-Distribution (OoD) generalization
prompt-pretraining
Official implementation for the paper "Prompt Pre-Training with Over Twenty-Thousand Classes for Open-Vocabulary Visual Recognition"
R-data-mining
Data mining with machine learning using R
robustdg
Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.
Spoon-Knife
This repo is for demonstration purposes only.
Transformer-pytorch
Transformer paper implementation using pytorch
VisionMamba
Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory when performing batch inference to extract features on high-res images
WGAN-pytorch
WGAN Paper Implementation Code using pytorch