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DreamLee's Projects

ac-mt icon ac-mt

[MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation

binmorphopy icon binmorphopy

Python package for fast morphological operations of binary images

conresnet icon conresnet

[IEEE-TMI2020] Inter-slice Context Residual Learning for 3D Medical Image Segmentation

dcac icon dcac

Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.

disentangling-vae icon disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

jcsaugment icon jcsaugment

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

lefed icon lefed

Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation

m-ada icon m-ada

The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)

meta-transfer-learning icon meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

pefat icon pefat

[CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training

pytorch-3dunet icon pytorch-3dunet

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

slaug icon slaug

[AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"

ssci icon ssci

The PyTorch implementation of Semi-supervised Class Imbalanced Deep Learning for Cardiac MRI Segmentation (MICCAI 2023)

ssl4mis icon ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

tta icon tta

Test-Time Adaptation with Shape Moments for Image Segmentation

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