edvinli / federated-learning-mixtureLinks
Federated learning using a mixture of experts
☆17Updated 4 years ago
Alternatives and similar repositories for federated-learning-mixture
Users that are interested in federated-learning-mixture are comparing it to the libraries listed below
Sorting:
- Federated Learning - PyTorch☆15Updated 4 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated last year
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆43Updated 2 years ago
- Simplified Implementation of FedPAC☆61Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆86Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆103Updated 6 months ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆34Updated 3 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆62Updated last year
- ☆33Updated 4 years ago
- ☆107Updated last year
- ☆65Updated 2 years ago
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆42Updated 2 years ago
- This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer☆116Updated 4 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆47Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆174Updated 3 years ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆128Updated last year
- [KDD 2023] FedMultimodal: A Benchmark For Multimodal Federated Learning☆134Updated 8 months ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆70Updated 2 years ago
- A curated repository for various papers in the domain of split learning.☆55Updated last year
- ☆38Updated last month
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆61Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆102Updated last year
- ☆29Updated 3 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆20Updated 2 years ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆108Updated last year
- For distributed machine learning☆29Updated last month
- Federated Learning with Partial Model Personalization☆42Updated 3 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Updated 2 years ago
- ☆43Updated 4 years ago
- Latest Advances on Federated LLM Learning☆95Updated 6 months ago