stefansturlu / FederatedMedical
☆9Updated 3 years ago
Alternatives and similar repositories for FederatedMedical:
Users that are interested in FederatedMedical are comparing it to the libraries listed below
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆39Updated 3 years ago
- On Bridging Generic and Personalized Federated Learning for Image Classification☆14Updated 3 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Updated 3 years ago
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Updated 2 years ago
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆33Updated last year
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Updated 2 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- Benchmarking Semi-supervised Federated Learning☆53Updated 2 years ago
- Temporary Discriminator GAN☆14Updated 4 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆89Updated 2 years ago
- Pytorch implementation for MICCAI 2021 paper "FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classification"☆6Updated 3 years ago
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆36Updated last year
- FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)☆25Updated 2 years ago
- Code for the papers: "Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training", Valvano et al., DART 2021; and "Re…☆10Updated 3 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆16Updated last year
- Personalized Federated Learning under Mixture of Distributions☆18Updated last year
- ☆30Updated 4 years ago
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆34Updated 4 years ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆12Updated 10 months ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆31Updated 2 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆13Updated 9 months ago
- Salvaging Federated Learning by Local Adaptation☆56Updated 9 months ago
- ☆109Updated 2 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆13Updated 8 months ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆43Updated 3 years ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆45Updated 2 years ago
- Learning rate adaptation for differentially private stochastic gradient descent☆16Updated 4 years ago
- TensorFlow experiment codes of XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (FL' ICML 2020)☆12Updated 4 years ago
- ☆20Updated 3 years ago
- ☆40Updated last year