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Hyojoon Park's Projects

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

repaint icon repaint

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

srec icon srec

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

stf icon stf

Pytorch implementation of the paper "The Devil Is in the Details: Window-based Attention for Image Compression".

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

swin-unet icon swin-unet

The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

topodiff icon topodiff

Code, technical details and links to datasets and trained models for TopoDiff

topopt icon topopt

A Python Library for Topology Optimization

topy icon topy

Topology Optimization using Python

vae-gan icon vae-gan

Pytorch implementation of paper "Autoencoding beyond pixels using a learned similarity metric"

vaegan-pytorch icon vaegan-pytorch

VAEGAN from "Autoencoding beyond pixels using a learned similarity metric" implemented in Pytorch. Clean, clear and with comments.

vit-pytorch icon vit-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

vq-vae icon vq-vae

Minimalist implementation of VQ-VAE in Pytorch

vq-vae-2-pytorch icon vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

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