yz422 / UAGAN
Training Federated GANs with Theoretical Guarantees: AUniversal Aggregation Approach
☆17Updated 3 years ago
Related projects: ⓘ
- Temporary Discriminator GAN☆14Updated 4 years ago
- Benchmarking Semi-supervised Federated Learning☆52Updated 2 years ago
- Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]☆16Updated 10 months ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆18Updated 2 years ago
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Updated last year
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆31Updated last year
- Practical One-Shot Federated Learning for Cross-Silo Setting☆39Updated 3 years ago
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆21Updated 9 months ago
- ☆26Updated 8 months ago
- Source code of paper entitled "Federated Learning with Class Imbalance Reduction".☆10Updated 3 years ago
- ☆41Updated 2 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆16Updated 2 years ago
- ☆17Updated 3 years ago
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆31Updated 3 years ago
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆78Updated 2 years ago
- Code for Personalized Federated Learning with Gaussian Processes☆31Updated 2 years ago
- ☆16Updated 3 years ago
- FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)☆24Updated last year
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆17Updated 4 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆39Updated last year
- TensorFlow experiment codes of XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (FL' ICML 2020)☆12Updated 4 years ago
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆35Updated 6 months ago
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆22Updated last year
- This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).☆82Updated 2 years ago
- ☆21Updated 2 years ago
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆38Updated last year
- Self-supervised Federated Learning for Medical Imaging - IEEE TMI☆59Updated 3 months ago
- Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]☆47Updated 2 years ago
- On Bridging Generic and Personalized Federated Learning for Image Classification☆14Updated 2 years ago
- Repository that contains the code for the paper titled, 'Unifying Distillation with Personalization in Federated Learning'.☆12Updated 3 years ago