diogenes0319 / FedMD_cleanView external linksLinks
FedMD: Heterogenous Federated Learning via Model Distillation
☆161Jun 3, 2021Updated 4 years ago
Alternatives and similar repositories for FedMD_clean
Users that are interested in FedMD_clean are comparing it to the libraries listed below
Sorting:
- ☆75Oct 30, 2020Updated 5 years ago
- Code and data accompanying the FedGen paper☆258Oct 31, 2024Updated last year
- ☆164Dec 23, 2022Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated last year
- FedMD: Heterogenous Federated Learning via Model Distillation☆18Nov 1, 2019Updated 6 years ago
- Salvaging Federated Learning by Local Adaptation☆56Jul 25, 2024Updated last year
- Leaf: A Benchmark for Federated Settings☆899Mar 24, 2023Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆309Apr 18, 2022Updated 3 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆720Mar 24, 2023Updated 2 years ago
- ☆30Feb 4, 2021Updated 5 years ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆179Feb 27, 2023Updated 2 years ago
- ☆22Apr 6, 2021Updated 4 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆175May 26, 2022Updated 3 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆146May 29, 2019Updated 6 years ago
- Repository that contains the code for the paper titled, 'Unifying Distillation with Personalization in Federated Learning'.☆13May 31, 2021Updated 4 years ago
- Codes for FedKD☆62Jul 18, 2022Updated 3 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆481Aug 1, 2023Updated 2 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆41May 21, 2021Updated 4 years ago
- A PyTorch Implementation of Federated Learning☆1,501Jul 25, 2024Updated last year
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Dec 2, 2023Updated 2 years ago
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆226Oct 21, 2020Updated 5 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,062Jan 25, 2026Updated 3 weeks ago
- Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]☆197Feb 14, 2023Updated 3 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,999Sep 3, 2022Updated 3 years ago
- Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)☆100Mar 30, 2023Updated 2 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,427May 7, 2024Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆158Apr 30, 2022Updated 3 years ago
- ☆183Mar 14, 2023Updated 2 years ago
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆16May 27, 2020Updated 5 years ago
- On the Convergence of FedAvg on Non-IID Data☆274Dec 7, 2022Updated 3 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆271Nov 13, 2025Updated 3 months ago
- Code for the paper "Knowledge-Aware Federated Active Learning with Non-IID Data", ICCV2023☆10Sep 8, 2023Updated 2 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,063May 30, 2024Updated last year
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Aug 9, 2022Updated 3 years ago
- ☆33Dec 9, 2021Updated 4 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆166Nov 7, 2022Updated 3 years ago