Carkham / FLHetBenchLinks
(CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning
☆20Updated last year
Alternatives and similar repositories for FLHetBench
Users that are interested in FLHetBench are comparing it to the libraries listed below
Sorting:
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆64Updated 2 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆51Updated last year
- Simplified Implementation of FedPAC☆61Updated 2 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆75Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Updated 2 years ago
- ☆18Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆63Updated last year
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Updated 2 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆62Updated 2 years ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆23Updated 2 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆96Updated 2 years ago
- [KDD 2023] FedMultimodal: A Benchmark For Multimodal Federated Learning☆136Updated 8 months ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆11Updated 2 years ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆128Updated last year
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Updated 2 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆44Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆175Updated 3 years ago
- Pytorch implementations of some general federated optimization methods.☆52Updated last year
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆28Updated last year
- ☆38Updated 2 months ago
- Code Implementation and Informations about FedAS☆32Updated last year
- ☆22Updated 2 years ago
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆19Updated 11 months ago
- The official implantation of SGPT (CVPR2024)☆17Updated last year
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆18Updated 11 months ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆10Updated 2 years ago
- ☆16Updated 4 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆150Updated last year
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆109Updated 2 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆35Updated 3 years ago