ZaquanWan

ZaquanWan's Stars

• OpenMined/PySyft

  Perform data science on data that remains in someone else's server

  Language:Python9.6k1983.4k2k

• adap/flower

  Flower: A Friendly Federated AI Framework

  Language:Python5.3k42598909

• hwanz/SSR-V2ray-Trojan

  机场推荐与机场评测

  4.3k580111

• dkozlov/awesome-knowledge-distillation

  Awesome Knowledge Distillation

  3.5k1138496

• linhandev/dataset

  医学影像数据集列表 『An Index for Medical Imaging Datasets』

  2.8k2258381

• innovation-cat/Awesome-Federated-Machine-Learning

  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

  1.8k410273

• TsingZ0/PFLlib

  37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 24 datasets. www.pfllib.com/

  Language:Python1.6k12204319

• FederatedAI/Practicing-Federated-Learning

  Language:Python8133025248

• qiaofengsheng/pytorch-UNet

  pytorch搭建自己的unet网络，训练自己的数据集。

  Language:Python28721028

• TsingZ0/HtFLlib

  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.

  Language:Python121425

• TsingZ0/FedALA

  AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning

  Language:Python11911918

• ngessert/isic2019

  Code for the ISIC2019 Challenge

  Language:Python1163731

• nazmul-karim170/UNICON-Noisy-Label

  [CVPR'22] Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning"

  Language:Python6021215

• JackYFL/DISC

  The official implementation of CVPR2023 paper "DISC: Learning from Noisy Labels via Dynamic Instance-Specific Selection and Correction"

  Language:Python431156

• tayebiarasteh/federated_he

  Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.

  Language:Python31304

• HiLab-git/LCOVNet-and-KD

  Language:Python27322

• PediaMedAI/PIE

  PIE: Simulating Disease Progression via Progressive Image Editing

  Language:Python26321

• vaseline555/Federated-Learning-with-Flower

  Simple simulation of federated learning (FedAvg) using Flower framework

  Language:Python22104

• KarryRen/UML

  【MICCAI 2023】"Uncertainty-Informed Mutual Learning for Joint Medical Image Classification and Segmentation".

  Language:Python21241

• pranavsinghps1/CASS

  Official PyTorch implementation of CASS, from the following paper: CASS: Cross Architectural Self-Supervision for Medical Image Analysis. arXiv 2022.

  Language:Jupyter Notebook21216

• Sapienza-University-Rome/FedArtML

  Federated Learning for Artificial Intelligence and Machine Learning

  Language:Python14212

• sjtudyq/FedConcat

  Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)

  Language:Python14112

• andreiliphd/pneumonia-federated-pysyft

  An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.

  Language:Jupyter Notebook13100

• anonymously123456/MISSU

  Language:Python123

• chunmeifeng/FedIns

  【ICCV 2023】Towards Instance-adaptive Inference for Federated Learning

  Language:Python12312

• M-3LAB/FedMed-GAN

  Language:Python10113

• serdna1/ODIR-5K-multi-label-classification

  Language:Jupyter Notebook6110

• hasanmohsin/betaPredBayesFL

  Code for "Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space"

  Language:Python4203

• MediaBrain-SJTU/FedMR

  [TMLR 2023]Federated Learning under Partially Class-Disjoint Data via Manifold Reshaping

  Language:Python4010

• Jiyao17/fl

  General multi-model test code for federated learning.

  Language:Python11