Hanxiaoyi2016

contrastive_learning_codes

A list of Contrastive Learning Papers&Codes. Unsupervised: MoCo/SimCLR/SwAV/BYOL/SimSiam

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

MLDG

The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, https://arxiv.org/pdf/1710.03463.pdf

swarm-learning

A simplified library for decentralized, privacy preserving machine learning

swarm_learning

Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020

mixstyle-release

Domain Generalization with MixStyle (ICLR'21)

NRC_SFDA

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

FedDG-ELCFS

[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

DeepFeatureSelection--Tensorflow

msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Deep-Feature-Selection

Python (PyTorch) realization of Deep Feature Selection (Model, Algorithm)

gat-li

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

CPGA

ATDOC

code released for our CVPR 2021 paper "Domain Adaptation with Auxiliary Target Domain-Oriented Classifier"

DRT

SFDA-SourceFreeDA

Published in IEEE Transactions on Artificial Intelligence

TransDA

Official pytorch implement for “Transformer-Based Source-Free Domain Adaptation”

G-SFDA

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

Fusing-ss-GCN-for-Autism-Classification

Public repository for my Master Thesis AI: AMC-UvA-GCN-Classification-Neuroimaging

freesurfer-stats

Python Library to Read FreeSurfer's Cortical Parcellation Anatomical Statistics

N2DCX

Official implementation for [N2DCX] Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation

BAIT_SFUDA

Unsupervised Domain Adaptation without Source Data by Casting a BAIT

SRDC-CVPR2020

Code release for Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering (CVPR2020-Oral).

MMT

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

OpenUnReID

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

CarveMix

DFS

Implementation of Deep Feature Selection algorithm