innovator-zero / FedHCA2
[CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning
☆21Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for FedHCA2
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆97Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆36Updated 10 months ago
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆92Updated last year
- ☆26Updated 6 months ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆81Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆91Updated last year
- ☆43Updated 2 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆112Updated 2 weeks ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆5Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆38Updated last year
- Simplified Implementation of FedPAC☆48Updated 11 months ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆46Updated 2 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆31Updated last year
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆21Updated 2 weeks ago
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆18Updated last year
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆80Updated last month
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆110Updated 2 weeks ago
- Model-Contrastive Federated Learning (CVPR 2021)☆264Updated 2 years ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆25Updated 2 weeks ago
- Federated Learning in CVPR2024☆14Updated 5 months ago
- [KDD 2023] FedMultimodal☆80Updated last year
- ☆40Updated 9 months ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆102Updated last year
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆22Updated 3 months ago
- ☆26Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆30Updated 7 months ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆50Updated 2 years ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆55Updated 2 years ago
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆21Updated 8 months ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆27Updated 2 years ago