Hongdong Liu's repositories
Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging
Awesome-Image-Inpainting
A curated list of image inpainting and video inpainting papers and resources
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
DiffuseIT
Official repository of "Diffusion-based Image Translation using Disentangled Style and Content Representation" ( ICLR 2023 )
diffusion
Denoising Diffusion Probabilistic Models
DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
HAT-Net
Vision Transformers with Hierarchical Attention
Hneg_SRC
Official Pytorch implementation of "Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks" (CVPR 2022)
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
InstaFormer
Official repository for InstaFormer: Instance-aware Image-to-Image Translation with Transformer (CVPR 2022)
KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
medicaldiffusion
Medical Diffusion: This repository contains the code to our paper Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Synthesis
moquimc
MOnte carlo code for QUIck proton dose calculation
PaddleSeg
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
pixel2style2pixel
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
pylinac
A TG-142 toolkit for doing routine linear accelerator quality assurance
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
SC-GAN
SC-GAN: 3D self-attention conditional GAN with spectral normalization for multi-modal neuroimaging synthesis
stable-diffusion
A latent text-to-image diffusion model
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
SynDiff
Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).
UTNet
Official implementation of UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation
uvcgan
Code accompanying UVCGAN paper