shangxinyi / CReFF-FLView external linksLinks
☆52May 19, 2022Updated 3 years ago
Alternatives and similar repositories for CReFF-FL
Users that are interested in CReFF-FL are comparing it to the libraries listed below
Sorting:
- ☆22Sep 6, 2021Updated 4 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Jul 22, 2022Updated 3 years ago
- This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).☆86Dec 9, 2021Updated 4 years ago
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 2 years ago
- ☆18Jul 13, 2025Updated 7 months ago
- Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]☆16Nov 8, 2023Updated 2 years ago
- Label-Noise Learning with Intrinsically Long-Tailed Data（ICCV2023）☆20Sep 27, 2023Updated 2 years ago
- ☆40Sep 25, 2023Updated 2 years ago
- Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)☆40Mar 9, 2024Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 16, 2023Updated 3 years ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆118Nov 9, 2025Updated 3 months ago
- ☆102May 2, 2024Updated last year
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆11Dec 17, 2024Updated last year
- paper code commit-fsmafl☆10Mar 18, 2024Updated last year
- ACDWM (Adaptive Chunk-based Dynamic Weighted Majority)☆10Nov 7, 2019Updated 6 years ago
- (CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"☆15Jun 28, 2024Updated last year
- End-to-end codebase for finetuning LLMs (LLaMA 2, 3, etc.) with or without DP☆16Sep 23, 2024Updated last year
- Repository that contains the code for the paper titled, 'Unifying Distillation with Personalization in Federated Learning'.☆13May 31, 2021Updated 4 years ago
- ☆31Mar 12, 2023Updated 2 years ago
- ☆18Feb 8, 2024Updated 2 years ago
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 2 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Feb 24, 2023Updated 2 years ago
- Official implementation of paper 'Fair Feature Distillation for Visual Recognition'☆17Jun 23, 2021Updated 4 years ago
- Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.☆17Jun 2, 2024Updated last year
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆15Jul 20, 2022Updated 3 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆91Jul 19, 2022Updated 3 years ago
- GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting☆15Mar 12, 2023Updated 2 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆300Jun 27, 2022Updated 3 years ago
- [Nature Machine Intelligence' 21] "Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence"☆33Dec 8, 2022Updated 3 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆20Dec 24, 2023Updated 2 years ago
- ☆14Jan 11, 2024Updated 2 years ago
- Training Federated GANs with Theoretical Guarantees: AUniversal Aggregation Approach☆17Jan 18, 2021Updated 5 years ago
- This is the example code for H2T☆18Mar 22, 2025Updated 10 months ago
- Self-Adaptive Multi-Prototype-based Competitive Learning☆14Sep 5, 2019Updated 6 years ago
- Code for 'Robust Federated Learning with Noisy Labels'☆15Jun 28, 2021Updated 4 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆72Dec 15, 2020Updated 5 years ago
- ☆73Aug 23, 2022Updated 3 years ago
- MEGC2022☆21Jun 29, 2022Updated 3 years ago