Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction
☆24Feb 21, 2025Updated last year
Alternatives and similar repositories for FedELC
Users that are interested in FedELC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official codes for IEEE TMC paper: Representation Optimal Matching for Federated Learning with Noisy Labels in Remote Sensing☆14Jan 20, 2026Updated 9 months ago
- Official codes for FNBench: Benchmarking Robust Federated Learning against Noisy Labels☆23Feb 24, 2026Updated 8 months ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆17Jan 21, 2024Updated 2 years ago
- Benchmark for federated noisy label learning☆29Aug 31, 2024Updated 2 years ago
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆25Dec 27, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official codes for ACM CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization☆52Jan 30, 2025Updated last year
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆19Dec 24, 2023Updated 2 years ago
- Label-Noise Learning with Intrinsically Long-Tailed Data（ICCV2023）☆20Sep 27, 2023Updated 3 years ago
- [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"☆27May 29, 2025Updated last year
- FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion (NeurIPS 2024 Spotlight)☆14Mar 31, 2025Updated last year
- Apprentices in Federated Learning from ECNU <3☆25Mar 10, 2022Updated 4 years ago
- Investigating Large Language Models for Code Vulnerability Detection: An Experimental Study☆41Mar 20, 2025Updated last year
- Official Implementation of AAAI'24 paper "Dirichlet-Based Prediction Calibration for Learning with Noisy Labels"☆13Sep 22, 2024Updated 2 years ago
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆12Mar 13, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆13Apr 2, 2023Updated 3 years ago
- ☆10Dec 21, 2021Updated 4 years ago
- ☆10Aug 19, 2023Updated 3 years ago
- Code for 'Robust Federated Learning with Noisy Labels'☆15Jun 28, 2021Updated 5 years ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆35Dec 17, 2024Updated last year
- (CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"☆17Jun 28, 2024Updated 2 years ago
- Official Code for LightVLA (ICRA 2026)☆105Jan 31, 2026Updated 8 months ago
- Implementation of NIPS2023: Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieva☆11Nov 12, 2024Updated last year
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors☆19Mar 31, 2025Updated last year
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆42Mar 7, 2024Updated 2 years ago
- Code for the paper "Knowledge-Aware Federated Active Learning with Non-IID Data", ICCV2023☆10Sep 8, 2023Updated 3 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Feb 21, 2022Updated 4 years ago
- Official implementation of ICML'24 paper Confidence-aware Contrastive Learning for Selective Classification.☆10Mar 3, 2025Updated last year
- [NeurIPS 2024] Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method☆16Oct 1, 2024Updated 2 years ago
- ☆18Aug 5, 2024Updated 2 years ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Mar 8, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆74Aug 4, 2023Updated 3 years ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆15Aug 1, 2025Updated last year
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 4 years ago
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆36Feb 18, 2025Updated last year
- ☆21May 24, 2025Updated last year
- ☆11Oct 16, 2022Updated 4 years ago
- ☆14Mar 28, 2025Updated last year