cheng-01037 Goto Github PK

academicpages.github.io

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

advchain

Adversarial Data Augmentation with Chained Transformations (Adv Chain)

autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

awesome-deep-learning-papers

The most cited deep learning papers

causality-medical-image-domain-generalization

[IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)

cheng-01037

Config files for my GitHub profile.

cheng-01037.github.io

cooperative_training_and_latent_space_data_augmentation

[MICCAI 2021 Oral] Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation

deep-learning-for-medical-applications

Deep Learning Papers on Medical Image Analysis

deep-learning-project-template

Pytorch Lightning code guideline for conferences

deform-conv

Deformable Convolution in TensorFlow / Keras

domain_specific_cl

Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"

eecs281

Data Structure and Algorithm Analysis

eecs542-winter2017

This repository contains the suggested reading list for EECS542: Advanced Topics in Computer Vision, a graduate level course at University of Michigan, Ann Arbor.

efficient-med_image-domain-adaptation

An efficient domain adaptation tool for medical image segmentation

generalize-unseen-domains

Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NIPS 2018

gpu-monitor

Script to remotely check GPU servers for free GPUs

h-denseunet

TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

med-cmda

Here are the implementations for the method of feature-level unsupervised domain adaptation on cardiac segmentation

medsam

The official repository for MedSAM: Segment Anything in Medical Images.

minimal-light

A simple and elegant Jekyll theme for an academic personal homepage

panet

personal-flask

Personal website built on Flask

probability_calibration_for_ood_mri_segmentation

Post-hoc probability calibration for cardiac MRI segmentation on OOD data

pymedimage

Medical image handling library for easy manipulation of dicom images in research

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

pytorch_coma

pytorch_morphological_dilation2d_erosion2d

An implementation for image (tensor) morphological dilation2d and erosion2d in pytorch

random_notes