Carkham / FLHetBench
(CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning
☆14Updated 9 months ago
Alternatives and similar repositories for FLHetBench:
Users that are interested in FLHetBench are comparing it to the libraries listed below
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆53Updated last year
- ☆14Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆36Updated last year
- The official implantation of SGPT (CVPR2024)☆12Updated 8 months ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆34Updated 2 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Updated last year
- Code Implementation and Informations about FedAS☆22Updated 2 months ago
- ☆16Updated last year
- ☆11Updated 6 months ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆42Updated 2 years ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆7Updated last year
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆12Updated last year
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆18Updated last year
- Federated Learning in CVPR2024☆17Updated 10 months ago
- Simplified Implementation of FedPAC☆55Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆49Updated 3 months ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆17Updated 10 months ago
- ☆12Updated 3 years ago
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆26Updated last year
- This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.☆16Updated 10 months ago
- ☆31Updated last year
- ☆20Updated last year
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆55Updated last year
- ☆33Updated 3 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆25Updated last year
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆43Updated 8 months ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆18Updated last year
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆24Updated 2 years ago
- ☆28Updated 2 years ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆12Updated 10 months ago