jungwon-choi Goto Github PK
Name: Jungwon Choi
Type: User
Company: KAIST, Graduate School of AI
Bio: Computer Vision & Deep Learning Ph.D. student at Graduate School of AI
Twitter: jung_won_choi
Location: NAVER 1784
Jungwon Choi's Projects
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
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.
domain-generalization
All about domain generalization
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
image-processing
Video system capstone projects
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.
skt_deeptector
SKT AI Fellowship Robust Deepfake Detection Project
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
vs2sf
Deepfake Detection - Video Sequence to Single Frame
wgan-pytorch
WGAN Paper Implementation Code using pytorch
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