inouye-lab / FedDG_BenchmarkLinks
This is the repo for paper
☆25Updated 3 months ago
Alternatives and similar repositories for FedDG_Benchmark
Users that are interested in FedDG_Benchmark are comparing it to the libraries listed below
Sorting:
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆47Updated last year
- Official PyTorch implementation for the ICML 2023 paper "Out-of-Distribution Generalization of Federated Learning via Implicit Invariant …☆13Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆58Updated last year
- ☆15Updated last year
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Updated last year
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆38Updated 2 years ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆108Updated last year
- The official implantation of SGPT (CVPR2024)☆15Updated last year
- ☆19Updated last year
- Self-supervised federated learning for medical imaging - IEEE TMI☆73Updated last year
- ☆16Updated last year
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆108Updated 8 months ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆47Updated 2 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆50Updated 3 years ago
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆36Updated last year
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆117Updated 2 years ago
- ☆113Updated 2 years ago
- ☆52Updated 3 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆45Updated 2 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆17Updated last year
- ☆23Updated 3 years ago
- ☆28Updated 2 years ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆21Updated last year
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆61Updated 3 years ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆13Updated last month
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆27Updated last year
- ☆11Updated last year
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆41Updated 2 years ago
- [KDD 2023] FedMultimodal☆115Updated 3 months ago
- ☆33Updated 2 years ago