Hanxiaoyi2016's starred repositories
contrastive_learning_codes
A list of Contrastive Learning Papers&Codes. Unsupervised: MoCo/SimCLR/SwAV/BYOL/SimSiam
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
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)
FedDG-ELCFS
[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
Deep-Feature-Selection
Python (PyTorch) realization of Deep Feature Selection (Model, Algorithm)
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
SFDA-SourceFreeDA
Published in IEEE Transactions on Artificial Intelligence
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
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).
OpenUnReID
PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.