Alternatives and similar repositories for FLHetBench

Users that are interested in FLHetBench are comparing it to the libraries listed below

• leondada / FedAPT
  ☆15Updated last year
• MingzhaoYang / FedDISC
  The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)
  ☆7Updated last year
• HaokunChen245 / FedDAT
  [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
  ☆54Updated last year
• JianXu95 / FedPAC
  Simplified Implementation of FedPAC
  ☆56Updated last year
• HongxiaLee / FedOTP
  Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
  ☆38Updated last year
• ZackZikaiXiao / FedGraB
  ☆15Updated last year
• lsl001006 / FedIOD
  (AAAI-24) Federated Learning via Input-Output Collaborative Distillation
  ☆12Updated last year
• yuhangchen0 / Federated-Learning-in-CVPR2024
  Federated Learning in CVPR2024
  ☆17Updated last year
• AC-Amiya233 / FedRep
  ☆13Updated 3 years ago
• ubc-tea / SGPT
  The official implantation of SGPT (CVPR2024)
  ☆13Updated 10 months ago
• sjtudyq / FedConcat
  Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)
  ☆15Updated last year
• Youth-49 / FedVCK_2024
  FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…
  ☆13Updated 3 months ago
• haopr / MMFL
  This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).
  ☆51Updated 10 months ago
• TsingZ0 / FedTGP
  AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…
  ☆50Updated 5 months ago
• Zeng-Shuang / FedLD
  ☆11Updated 7 months ago
• PEILab-Federated-Learning / PromptFL
  PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model
  ☆36Updated 2 years ago
• haozzh / FedCR
  ☆20Updated last year
• Yutong-Dai / FedNH
  Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.
  ☆43Updated 2 years ago
• tmlr-group / FedFed
  [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"
  ☆20Updated last year
• wnn2000 / FedNoRo
  The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…
  ☆27Updated last year
• lapisrocks / fedselect
  [CVPR 2024] Official Repository for "FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning"
  ☆22Updated 7 months ago
• ZexiLee / ICML-2023-FedLAW
  The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".
  ☆56Updated last year
• ZexiLee / ICCV-2023-FedETF
  The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…
  ☆25Updated last year
• MediaBrain-SJTU / pFedGraph
  ☆32Updated last year
• xiyuanyang45 / FedAS
  Code Implementation and Informations about FedAS
  ☆23Updated 4 months ago
• imguangyu / FedCola
  Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)
  ☆15Updated 4 months ago
• P0werWeirdo / TagFCL
  This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.
  ☆16Updated last year
• haozhaowang / DaFKD2023
  Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation
  ☆27Updated 2 years ago
• cugzj / KT-pFL
  ☆34Updated 3 years ago
• woodenchild95 / FL-Simulator
  Pytorch implementations of some general federated optimization methods.
  ☆41Updated 7 months ago