chenshaobin

bottleneck-transformer-pytorch

Implementation of Bottleneck Transformer in Pytorch

Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

DoPrompt

Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"

CLIP-Driven-Universal-Model

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.

ContinualLearning

[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation

CLIP-Lung

CLIP-Lung (MICCAI 2023)

artifact-generalization-skin

This is the official repository of the paper "Artifact-based Domain Generalization of Skin Lesion Models", accepted at the ISIC Workshop @ ECCV 2022.

DomainBed

DomainBed is a suite to test domain generalization algorithms

dilateformer

EPVT-and-Skin-DG-benchamrk

Domain generalization benchmark for skin lesion recognition, MICCAI 2023

ScConv

🕹️SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy

CrossFormer

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

Conformer

Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition

ConvFormer

FDDM

MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

Diffstyler

DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization

ArtFusion

ArtFusion: Controllable Arbitrary Style Transfer using Dual Conditional Latent Diffusion Models

Fundus-correction-cofe-Net

mssim.pytorch

A better pytorch-based implementation for the mean structural similarity. Differentiable simpler SSIM and MS-SSIM.

pytorch-ssim

pytorch structural similarity (SSIM) loss

ZeCon

UIOS

DiffuseIT

Official repository of "Diffusion-based Image Translation using Disentangled Style and Content Representation" ( ICLR 2023 )

InST

Official implementation of the paper “Inversion-Based Style Transfer with Diffusion Models” (CVPR 2023)

stable-diffusion

A latent text-to-image diffusion model

CARD

Official PyTorch implementation for the paper "CARD: Classification and Regression Diffusion Models"

DiffMIC

[MICCAI 2023] DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification

MedSegDiff

Medical Image Segmentation with Diffusion Model

pytorch-fid

Compute FID scores with PyTorch.