Pinned Repositories
CLIP
PyTorch implementation of 'CLIP' (Radford et al., 2021) from scratch and training it on Flickr8k + Flickr30k
CycleGAN
PyTorch implementation of 'CycleGAN' (Zhu et al., 2017) and training it on 6 datasets
DDPM
PyTorch implementation of 'DDPM' (Ho et al., 2020) and training it on CelebA 64×64
DETR
PyTorch implementation of 'DETR' (Carion et al., 2020) from scratch.
ILVR
PyTorch implementation of 'ILVR' (Choi et al., 2021) from scratch and applying it to 'DDPM' on CelebA at 64 × 64
PGGAN
PyTorch implementation of 'PGGAN' (Karras et al., 2018) from scratch and training it on CelebA-HQ at 512 × 512
RoBERTa
'RoBERTa' (Liu et al., 2019) implementation from scratch in PyTorch
train_easyocr
Fine-tuning 'EasyOCR' on the '공공행정문서 OCR' dataset provided by 'AI-Hub'.
ViT
PyTorch implementation of 'ViT' (Dosovitskiy et al., 2020) and training it on CIFAR-10 and CIFAR-100
warehouse
KimRass's Repositories
KimRass/train_easyocr
Fine-tuning 'EasyOCR' on the '공공행정문서 OCR' dataset provided by 'AI-Hub'.
KimRass/DDPM
PyTorch implementation of 'DDPM' (Ho et al., 2020) and training it on CelebA 64×64
KimRass/warehouse
KimRass/VQ-VAE-PixelCNN
PyTorch implementation of VQ-VAE (Oord et al., 2017) & PixelCNN ((Oord et al., 2016) and training it on Fashion MNIST and CIFAR-10
KimRass/KimRass
KimRass/PGGAN
PyTorch implementation of 'PGGAN' (Karras et al., 2018) from scratch and training it on CelebA-HQ at 512 × 512
KimRass/Algorithm-Coding-Test
Algorithm practice problems from 'Baekjoon Online Judge' and 'Programmers' online judge and their solutions in Python
KimRass/BERT
'BERT' (Devlin et al., 2019) implementation from scratch in PyTorch
KimRass/Classifier-Guidance
PyTorch implementation of Dhariwal and Nichol (2021) and training it on CIFAR-10
KimRass/Gatys-et-al.-2016
PyTorch implementation of Gatys et al., 2016 from scratch
KimRass/ILVR
PyTorch implementation of 'ILVR' (Choi et al., 2021) from scratch and applying it to 'DDPM' on CelebA at 64 × 64
KimRass/RotNet
Pytorch implementation of 'RotNet' (Gidaris et al., 2018).
KimRass/SDEdit
PyTorch implementation of 'SDEdit' (Meng et al., 2021) from scratch and applying it to 'DDPM' on CelebA at 64 × 64
KimRass/STEFANN
'STEFANN' (Roy et al., 2020) implementation from scratch in PyTorch
KimRass/YOLO
PyTorch implementation of 'YOLO' (Redmon et al., 2016) from scratch
KimRass/AI-Papers
AI paper reviews in Korean
KimRass/CAM
PyTorch implementation of 'CAM' (Zhou et al., 2015) from scratch.
KimRass/CFG
PyTorch implementation of 'CFG' (Ho et al., 2022).
KimRass/Copy-Paste
From-scratch PyTorch implementation of 'Copy-Paste' (Ghiasi et al., 2021) on COCO 2014.
KimRass/DDIM
PyTorch implementation of 'DDIM' (Jiaming Song et al., 2020).
KimRass/MAE
PyTorch implementation of 'MAE' (He et al., 2021) from scratch.
KimRass/Mehdi-Noroozi-et-al.-2016
Mehdi Noroozi et al. (2016) implementation in PyTorch
KimRass/Mehdi-Noroozi-et-al.-2017
Mehdi Noroozi et al. (2017) implementation in PyTorch
KimRass/Richard-Zhang-et-al.-2016
PyTorch implementation of experiments of Zhang et al., 2016 from scratch.
KimRass/ViViT
PyTorch implementation of 'ViViT' (Arnab et al., 2021) from scratch.
KimRass/weather_retriever
Python package that allows users to retrieve and format weather information in natural language, specifically tailored for Korean speakers.
KimRass/image-processing-algorithms
KimRass/NeRF
KimRass/Peekaboo
KimRass/StarGAN
PyTorch implementation of 'StarGAN' (Yunjey Choi et al., 2018)