Benchmark for federated noisy label learning
☆29Aug 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…☆29Mar 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☆24Feb 21, 2025Updated last year
- Label-Noise Learning with Intrinsically Long-Tailed Data（ICCV2023）☆20Sep 27, 2023Updated 2 years ago
- The first real-world FL benchmark for legal NLP☆14Nov 29, 2023Updated 2 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆13Apr 2, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆25Dec 27, 2024Updated last year
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆42Mar 7, 2024Updated 2 years ago
- [NeurIPS'23] FedL2P: Federated Learning to Personalize☆24Nov 8, 2025Updated 9 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
- [CVPR'22] Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learnin…☆63Oct 10, 2024Updated last year
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆18Aug 15, 2023Updated 3 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
- Official codes for ACM CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization☆52Jan 30, 2025Updated last year
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆88Feb 7, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆17Aug 2, 2024Updated 2 years ago
- 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 3 years ago
- (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 3 years ago
- ☆10Jul 11, 2022Updated 4 years ago
- ☆52Dec 31, 2024Updated last year
- Official codebase for FACMIC: Federated Adaptative CLIP Model for Medical Image Classification (Accepted at MICCAI 2024)☆14Jun 21, 2024Updated 2 years ago
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- source code for ICLR'24 paper "How does unlabeled data provably help OOD detection?"☆14Feb 1, 2024Updated 2 years ago
- Official codes for IEEE TMC paper: Representation Optimal Matching for Federated Learning with Noisy Labels in Remote Sensing☆15Jan 20, 2026Updated 7 months ago
- ☆19May 10, 2024Updated 2 years ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆58Aug 15, 2023Updated 3 years ago
- Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network (AAAI 2023)☆21Oct 28, 2023Updated 2 years ago
- ☆10May 28, 2023Updated 3 years ago
- ☆10Aug 19, 2023Updated 3 years ago
- Deep learning models for classifying ECG time series☆13Jul 28, 2022Updated 4 years ago
- A list of awesome partial-label learning papers and codes.☆36May 2, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆56Aug 30, 2024Updated 2 years ago
- End-to-end codebase for finetuning LLMs (LLaMA 2, 3, etc.) with or without DP☆17Sep 23, 2024Updated last year
- [WIP🚧] 2025 up-to-date list of resources on visual tokenizers (primarily for visual generation). Give it a star 🌟 if you find it useful…☆21Jan 5, 2025Updated last year
- TapNet: Multivariate Time Series Classification withAttentional Prototypical Network☆11Dec 22, 2019Updated 6 years ago
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 years ago
- A curated list of papers & resources linked to concept learning☆13Aug 9, 2023Updated 3 years ago
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆74Aug 4, 2023Updated 3 years ago