YLTun / federated_diffusion_modelLinks
Trying out diffusion training in federated learning setting.
☆18Updated last year
Alternatives and similar repositories for federated_diffusion_model
Users that are interested in federated_diffusion_model are comparing it to the libraries listed below
Sorting:
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆7Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆55Updated last year
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆37Updated 2 years ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆16Updated 4 months ago
- Code Implementation and Informations about FedAS☆25Updated 4 months ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆92Updated 2 years ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆110Updated 6 months ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆20Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆40Updated last year
- ☆30Updated last year
- ☆9Updated last year
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆106Updated last year
- ☆15Updated last year
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆59Updated 2 years ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆22Updated last year
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆27Updated 2 years ago
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆103Updated 6 months ago
- ☆112Updated 2 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆57Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆61Updated 3 months ago
- ☆50Updated 3 years ago
- The implementation of FedCADO (Classifier-Assisted Diffusion for One-shot Federated learning method)☆4Updated last month
- ☆30Updated last year
- Self-supervised federated learning for medical imaging - IEEE TMI☆72Updated last year
- ☆15Updated last year
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Updated 2 years ago
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆31Updated 4 months ago
- [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"☆25Updated last month
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆17Updated last year
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆17Updated last year