FengYidan's repositories
AD-ncomms2022
Multimodal deep learning for Alzheimer's disease dementia assessment
SimpleITK-Notebooks
Jupyter notebooks for learning how to use SimpleITK
TransIAR
AD-M3T
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
score_inverse_problems
Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"
torchimize
numerical optimization algorithms in pytorch
ENLCA
This project is official implementation of 'Efficient Non-Local Contrastive Attention for Image Super-Resolution', AAAI22
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Restormer
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
fastMRI
A large-scale dataset of both raw MRI measurements and clinical MRI images.
SpatialAlignmentNetwork
code for Multi-Modal MRI Reconstruction Assisted with Spatial Alignment Network
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
dataset
医学影像数据集列表
MINet
【MICCAI 2021, Early accept】Multi-Contrast MRI Super-Resolution via a Multi-Stage Integration Network
SCL-LLE
SCL-LLE code
MTrans
【IEEE TMI 2022】Accelerated Multi-Modal MR Imaging with Transformers
cleargrasp
Official repository for the paper "ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation"
DAGL
Dynamic Attentive Graph Learning for Image Restoration, ICCV2021 [PyTorch Code]
fastmri-plus
Data labels and scripts for fastMRI.org
perceiver-multi-modality-pytorch
Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
Coronary-Artery-Tracking-via-3D-CNN-Classification
The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier')
Pixel-Level-Cycle-Association
Pytorch Implementation for NeurIPS (oral) paper: Pixel Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation
unsupervised_co_part_segmentation
Source code for paper Unsupervised Co-part Segmentation through Assembly
OWOD
(CVPR 2021 Oral) Open World Object Detection
cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch