illidanlab / SplitMixLinks
[ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time
☆47Updated 2 years ago
Alternatives and similar repositories for SplitMix
Users that are interested in SplitMix are comparing it to the libraries listed below
Sorting:
- Federated Dynamic Sparse Training☆32Updated 3 years ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆33Updated 3 years ago
- This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer☆115Updated 4 years ago
- ☆164Updated 3 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated last year
- ☆54Updated 4 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆60Updated 2 years ago
- ☆83Updated 4 years ago
- ☆22Updated 4 years ago
- ☆40Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆86Updated 5 years ago
- Code for ScaleFL☆33Updated last month
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆26Updated 2 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆121Updated 5 years ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆61Updated 3 years ago
- Simplified Implementation of FedPAC☆60Updated 2 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆70Updated 2 years ago
- Federated Learning with Partial Model Personalization☆42Updated 3 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆156Updated 3 years ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆55Updated 2 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆89Updated 2 years ago
- Benchmarking Semi-supervised Federated Learning☆54Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆171Updated 3 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆160Updated 4 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Updated 3 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆53Updated 3 years ago
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆42Updated 2 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆61Updated 2 years ago
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆40Updated 2 years ago