changchun-yang Goto Github PK

cardio-pinn

Code and data in support of publication on Cardiac PINN

cas-transformer

This project provides a benchmar for virtual satining tasks.

changchunyang.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

conformal-triage

d_rpca

Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition

deepbayes-2018

Seminars DeepBayes Summer School 2018

differentially-private-cgan

disent

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

disentanglement_tutorial

This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and serves as a roadmap for the disentanglement aficionados.

disq

The official implementation for the paper: DisQ: Disentangling Quantitative MRI Mapping of the Heart.

doing_the_phd

endo-depth-and-motion

endo-fm

[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

generativemodels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

invertible_rim

Official Code for "Invert to Learn to Invert" that allows training of invertible networks without storing activations

loftgan

Code for paper "Deep Learning Enables Robust and Precise Light Focusing on Treatment Needs".

nerfstudio

A collaboration friendly studio for NeRFs

pcmc-t1

Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction

python-uncertainty_aware_vision_transformer

robustness-cs

Measuring the robustness of compressive sensing methods (including deep-learning-based ones) for image reconstruction.

sdfstudio

A Unified Framework for Surface Reconstruction

test

torchir

Deep learning image registration library for PyTorch

voxelmorph

Unsupervised Learning for Image Registration

x-metric

X-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing (TPAMI)