thu-media / FedFusion
The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)
☆36Updated 5 years ago
Alternatives and similar repositories for FedFusion:
Users that are interested in FedFusion are comparing it to the libraries listed below
- Attentive Federated Learning for Private NLM☆61Updated 9 months ago
- tf implementation of federated learning☆42Updated 5 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Updated last year
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆31Updated 2 years ago
- Source code of paper entitled "Federated Learning with Class Imbalance Reduction".☆9Updated 4 years ago
- Federated Learning package☆20Updated 3 years ago
- ☆19Updated 2 years ago
- ☆23Updated last year
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆21Updated last year
- The implementation of "Two-Stream Federated Learning: Reduce the Communication Costs" (VCIP 2018)☆15Updated 5 years ago
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆17Updated 4 years ago
- Source code for ECML-PKDD (2020) paper: FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learn…☆16Updated 2 years ago
- ☆26Updated 5 years ago
- Benchmarking Semi-supervised Federated Learning☆53Updated 2 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 4 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated 9 months ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆144Updated 5 years ago
- Federated Multi-Task Learning☆130Updated 6 years ago
- 关于簇联邦学习的一个小小的改进。自动确定簇个数，提高簇模型精度，缓解用户孤立的问题☆35Updated 3 years ago
- This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).☆87Updated 3 years ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆22Updated 2 years ago
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆39Updated last year
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆51Updated 11 months ago
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Updated 4 years ago
- SCAFFOLD and FedAvg implementation☆60Updated 3 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- DistFL: Distribution-aware Federated Learning for Mobile Scenarios☆12Updated 3 years ago
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learni…☆14Updated 9 months ago
- ☆36Updated 3 years ago
- ☆26Updated 2 years ago