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☆57Updated last year
- ☆15Updated last year
- Simplified Implementation of FedPAC☆59Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆43Updated last year
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Updated last year
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆57Updated last year
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆54Updated last year
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆7Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆54Updated 7 months ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆87Updated 2 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆37Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆44Updated 2 years ago
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆14Updated 5 months ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆110Updated 7 months ago
- Code Implementation and Informations about FedAS☆26Updated 6 months ago
- [KDD 2023] FedMultimodal☆110Updated 2 months ago
- ☆15Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆158Updated 3 years ago
- ☆12Updated 9 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆121Updated last month
- ☆33Updated 2 years ago
- The official implantation of SGPT (CVPR2024)☆13Updated last year
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆18Updated 5 months ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆21Updated last year
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆92Updated 2 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
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆107Updated last year
- Federated Learning in CVPR2024☆18Updated last year
- ☆21Updated last year