Ethan Chen's starred repositories
RETFound_MAE
RETFound - A foundation model for retinal image
Saddle-LongTail
[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"
SGL-Retinal-Vessel-Segmentation
[MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1.
Swin-UMamba
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
FedDG-ELCFS
[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space
test-time-adaptable-neural-networks-for-domain-generalization
Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"
DropoutUncertaintyExps
Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"
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.