FedML-AI / FedCV
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
☆66Updated 10 months ago
Alternatives and similar repositories for FedCV
Users that are interested in FedCV are comparing it to the libraries listed below
Sorting:
- ZSKD with PyTorch☆30Updated last year
- ☆111Updated 2 years ago
- A holistic framework for promoting high diversity ensemble learning.☆14Updated 8 months ago
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆81Updated 3 years ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆12Updated last year
- This is the official impelementation of "FVSSL Algorithm"☆24Updated last year
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆85Updated 3 years ago
- Federated Computer Vision Engine☆112Updated 4 years ago
- IJCAI 2021, "Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation"☆41Updated 2 years ago
- This repository contains the jupyter notebooks for the custom-built DenseNet Model build on Tiny ImageNet dataset☆19Updated 4 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆89Updated 2 years ago
- Code for Active Mixup in 2020 CVPR☆22Updated 3 years ago
- InstaHide: Instance-hiding Schemes for Private Distributed Learning☆50Updated 4 years ago
- ☆14Updated 7 years ago
- Federated Learning on object detection☆45Updated last year
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆60Updated 2 years ago
- [Nature Machine Intelligence' 21] "Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence"☆33Updated 2 years ago
- Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)☆96Updated 2 years ago
- Federated learning with text DNNs for DATA 591 at University of Washington.☆16Updated 2 years ago
- Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]☆188Updated 2 years ago
- Code for paper "Label Noise Types and Their Effects on Learning"☆16Updated 2 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- Contains notebooks for the PAR tutorial at CVPR 2021.☆36Updated 3 years ago
- Official PyTorch implementation of “Flexible Dataset Distillation: Learn Labels Instead of Images”☆42Updated 4 years ago
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆33Updated last year
- A modular evaluation metrics and a benchmark for large-scale federated learning☆13Updated 9 months ago
- ☆14Updated 7 months ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆110Updated last year
- Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)☆52Updated 2 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆143Updated 5 years ago