ThoamsDong

POT

POT : Python Optimal Transport

3DUnetCNN

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization

GMVAE

Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering

ProDA

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

rampy

Python software for spectral data processing (IR, Raman, XAS...)

MaxSquareLoss

Code for "Domain Adaptation for Semantic Segmentation with Maximum Squares Loss" in PyTorch.

G-SFDA

code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'

ffjord-rnode

Regularized Neural ODEs (RNODE)

corda

[ICCV 2021] Code for our paper Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation

NRC_SFDA

Code for our NeurIPS 2021 paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation'

InfoCL

[CVPR 2022 Oral] Rethinking Minimal Sufficient Representation in Contrastive Learning

model-uncertainty-for-adaptation

Code paper Uncertainty Reduction for Uncertainty Reduction for Model Adaptation in Semantic Segmentation at CVPR 2021

SFDA-DPL

[MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling

SFDA

Source-Free Domain Adaptation

VarDA

colearn

LDBE

"Domain Adaptive Semantic Segmentation without Source Data" (ACM MM 2021)

dynamic-systems-DL

Collection of resources that combine dynamic systems, control with deep learning.

Raman

Scripts and data for "Transfer Learning Based Raman Spectra Identification"

DDFSeg

Disentangle domain features for cross-modality cardiac image segmentation

Imbalanced-Source-free-Domain-Adaptation

Code released for our ACM MM 2021 paper "Imbalanced Source-free Domain Adaptation".

SS-SFDA-Self-Supervised-Source-Free-Domain-Adaptation-for-Road-Segmentation-in-Hazardous-Environme

Codebase for the paper 'SS SFDA: Self-Supervised Source Free Domain Adaptation for Road Segmentation in Hazardous Environments'

uot

The implementation for the paper "On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm".

Ultra-low-Dose-PET-Imaging-Challenge

low dose PET Imaing

OTFPF

An end-to-end neural network architecture, referred to as optimal transport based feature pyramid fusion (OTFPF) network, for the brain age estimation with T1 MRIs.

Myself-Machine-Learning

SFRDA

source free robust domain adaptation

uda-medical-image-segmentation-sfs

seg-variance

seg-uncertainty