ZerojumpLine

OverfittingUnderClassImbalance

[MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.

DecGAN

[MICCAI2019 & TMI2020] Chest X-Ray Decomposition with Unpaired CT Knowledge.

CoLab

[TMI2023] Context Label Learning: Improving Background Class Representations in Semantic Segmentation.

DeepVolume

[TCybern2019] Brain MRI Super-Resolution based on Thick-Section MR Images from Two Planes.

ModelEvaluationUnderClassImbalance

[MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.

JCSAugment

[TMI2023] Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation.

Image-Denoising

[Challenge] The winning method of Huawei UK Image Denoising Challenge 2018.

Robust-Medical-Segmentation

deepmedic

DeepMedic with Focal Loss

MOVAL

Robust-Skin-Lesion-Classification

Skin lesion classification datasets from different sources. (Data downloading&Preprocessing&Training)

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

darts

Differentiable architecture search for convolutional and recurrent networks

EDSR-PyTorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

SEVAL

Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning

ZerojumpLine

My personal repository.

ZerojumpLine.github.io

Zeju Li's Homepage