The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.
☆24Jun 8, 2023Updated 2 years ago
Alternatives and similar repositories for FedCL
Users that are interested in FedCL are comparing it to the libraries listed below
Sorting:
- Official codebase for FACMIC: Federated Adaptative CLIP Model for Medical Image Classification (Accepted at MICCAI 2024)☆14Jun 21, 2024Updated last year
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Jun 29, 2023Updated 2 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆20Dec 24, 2023Updated 2 years ago
- The source code of FedDis☆21Jun 3, 2022Updated 3 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆91Jul 19, 2022Updated 3 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆15Jul 20, 2022Updated 3 years ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆17Mar 3, 2023Updated 3 years ago
- A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hyper…☆11Jul 14, 2021Updated 4 years ago
- ☆18Mar 31, 2022Updated 3 years ago
- ☆14May 16, 2024Updated last year
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 2 years ago
- ☆10Jul 11, 2022Updated 3 years ago
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆10Mar 13, 2025Updated last year
- Self-supervised federated learning for medical imaging - IEEE TMI☆76May 27, 2024Updated last year
- ☆14May 17, 2024Updated last year
- Experiments codes for WSDM '24 paper "MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems"☆11May 31, 2024Updated last year
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆12Apr 28, 2024Updated last year
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated last year
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆16Feb 2, 2024Updated 2 years ago
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆14Dec 26, 2024Updated last year
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆12Feb 11, 2026Updated last month
- 【IEEE TMI 2022】Specificity-Preserving Federated Learning for MR Image Reconstruction☆46Aug 24, 2022Updated 3 years ago
- The source code is for the paper: “Triple Sequence Learning for Cross-domain Recommendation” accepted in TOIS by Haokai Ma, Ruobing Xie, …☆17Mar 1, 2024Updated 2 years ago
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated last week
- [EMNLP 2022] Official Pytorch implementation for "Tiny-NewsRec: Efficient and Effective PLM-based News Recommendation"☆18Sep 18, 2023Updated 2 years ago
- SIGIR 2022: Privacy-Preserving Synthetic Data Generation for Recommendation Systems☆11Nov 17, 2022Updated 3 years ago
- implementation code for 'PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations' in SIGIR 2023☆13Sep 27, 2024Updated last year
- Official repository for the paper Number Cookbook: Number Understanding of Language Models and How to Improve It.☆19Mar 31, 2025Updated 11 months ago
- 关联规则挖掘 >>>☆10Apr 29, 2020Updated 5 years ago
- ☆13Sep 6, 2021Updated 4 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆15Jun 15, 2025Updated 9 months ago
- Code repo for the UAI 2023 paper "Learning To Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning".☆16Jun 15, 2024Updated last year
- Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)☆23Aug 14, 2024Updated last year
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆24Oct 29, 2022Updated 3 years ago
- Asynchronous Federated Learning MNIST Image Classifier using Convolutional Neural-Network☆10Nov 15, 2022Updated 3 years ago
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆39Dec 3, 2020Updated 5 years ago