Benchmark for federated noisy label learning
☆25Aug 31, 2024Updated last year
Alternatives and similar repositories for FedNoisy
Users that are interested in FedNoisy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆28Mar 16, 2024Updated 2 years ago
- Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction☆21Feb 21, 2025Updated last year
- Label-Noise Learning with Intrinsically Long-Tailed Data(ICCV2023)☆20Sep 27, 2023Updated 2 years ago
- Code for 'Robust Federated Learning with Noisy Labels'☆15Jun 28, 2021Updated 4 years ago
- The first real-world FL benchmark for legal NLP☆13Nov 29, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆12Mar 13, 2025Updated last year
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆23Dec 27, 2024Updated last year
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆16Jan 21, 2024Updated 2 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆12Apr 2, 2023Updated 3 years ago
- [NeurIPS'23] FedL2P: Federated Learning to Personalize☆24Nov 8, 2025Updated 5 months ago
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆17Aug 15, 2023Updated 2 years ago
- This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…☆23Oct 30, 2023Updated 2 years ago
- [WIP🚧] 2025 up-to-date list of resources on visual tokenizers (primarily for visual generation). Give it a star 🌟 if you find it useful…☆20Jan 5, 2025Updated last year
- Official codes for ACM CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization☆52Jan 30, 2025Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆86Feb 7, 2024Updated 2 years ago
- [CVPR'22] Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learnin…☆63Oct 10, 2024Updated last year
- Conformal Prediction + Federated Learning☆16Mar 16, 2024Updated 2 years ago
- [ICLR 2023] Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning☆15Aug 2, 2023Updated 2 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆16Aug 2, 2024Updated last year
- Pytorch implementation for ECCV 2022 Paper “Self-Filtering: A Noise-Aware Sample Selection for Label Noise with Confidence Penalization”☆43Nov 12, 2022Updated 3 years ago
- ☆52Dec 31, 2024Updated last year
- (L2ID@CVPR2021, TNNLS2022) Boosting Co-teaching with Compression Regularization for Label Noise☆51Feb 28, 2023Updated 3 years ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Jul 11, 2022Updated 3 years ago
- Official codebase for FACMIC: Federated Adaptative CLIP Model for Medical Image Classification (Accepted at MICCAI 2024)☆14Jun 21, 2024Updated last year
- source code for ICLR'24 paper "How does unlabeled data provably help OOD detection?"☆13Feb 1, 2024Updated 2 years ago
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- ☆18May 10, 2024Updated last year
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆56Aug 15, 2023Updated 2 years ago
- Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network (AAAI 2023)☆21Oct 28, 2023Updated 2 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Jul 22, 2022Updated 3 years ago
- ☆10May 28, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Aug 19, 2023Updated 2 years ago
- Deep learning models for classifying ECG time series☆12Jul 28, 2022Updated 3 years ago
- A list of awesome partial-label learning papers and codes.☆36May 2, 2025Updated 11 months ago
- End-to-end codebase for finetuning LLMs (LLaMA 2, 3, etc.) with or without DP☆16Sep 23, 2024Updated last year
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆55Aug 30, 2024Updated last year
- Learning with Instance-Dependent Label Noise: A Sample Sieve Approach (ICLR2021)☆38Feb 24, 2021Updated 5 years ago
- Implementation of FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning☆20Jan 4, 2024Updated 2 years ago