[NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"
☆24Oct 10, 2023Updated 3 years ago
Alternatives and similar repositories for FedFed
Users that are interested in FedFed are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆117Nov 9, 2025Updated 11 months ago
- ☆14Jan 3, 2024Updated 2 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆32Nov 21, 2022Updated 3 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Oct 9, 2022Updated 4 years ago
- ☆22Sep 6, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- The official implantation of SGPT (CVPR2024)☆17Jul 15, 2024Updated 2 years ago
- ☆28Feb 26, 2023Updated 3 years ago
- Communication-efficient federated continual learning☆20Jan 3, 2023Updated 3 years ago
- Implementation of BapFL: You can Backdoor Attack Personalized Federated Learning☆15Sep 18, 2023Updated 3 years ago
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 3 years ago
- [ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate☆14Jun 17, 2025Updated last year
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆18Feb 27, 2025Updated last year
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆18May 5, 2026Updated 5 months ago
- Code for pFedFDA: Personalized Federated Learning via Feature Distribution Adaptation (NeurIPS 2024)☆22Sep 30, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆14Oct 12, 2024Updated 2 years ago
- Official implementation of DapperFL.☆13Oct 29, 2024Updated 2 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆67Aug 28, 2023Updated 3 years ago
- ☆21Apr 27, 2024Updated 2 years ago
- [ICLR 2025] Official implementation for "Bad-PFL: EXPLORING BACKDOOR ATTACKS AGAINST PERSONALIZED FEDERATED LEARNING"☆17Feb 14, 2025Updated last year
- ☆15Dec 15, 2023Updated 2 years ago
- The official implementation of paper "Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors…☆16Jun 14, 2024Updated 2 years ago
- ☆16Mar 6, 2024Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 16, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆192May 26, 2022Updated 4 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆56Mar 21, 2022Updated 4 years ago
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆118Dec 29, 2024Updated last year
- ☆24Sep 2, 2023Updated 3 years ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆53Jun 14, 2023Updated 3 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆94Feb 24, 2023Updated 3 years ago
- Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower☆17Jul 6, 2022Updated 4 years ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆28May 28, 2024Updated 2 years ago
- Official repository for FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning (ICCV2023)☆21Dec 1, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆19Oct 2, 2023Updated 3 years ago
- Code and data accompanying the FedGen paper☆262Oct 31, 2024Updated 2 years ago
- PyTorch code for Uncertainty-guided Source-free Domain Adaptation☆35Jul 23, 2022Updated 4 years ago
- Source code for TNNLS23 "TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature"☆13Sep 14, 2023Updated 3 years ago
- ☆18Jul 20, 2022Updated 4 years ago
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆30Jun 18, 2024Updated 2 years ago
- Implementation of the paper: "FedTabDiff: Federated Learning of Diffusion Models for Synthetic Mixed-Type Tabular Data Generation"☆23Nov 10, 2024Updated last year