Code for 'Robust Federated Learning with Noisy Labels'
☆15Jun 28, 2021Updated 4 years ago
Alternatives and similar repositories for Robust-Federated-Learning-with-Noisy-Labels
Users that are interested in Robust-Federated-Learning-with-Noisy-Labels are comparing it to the libraries listed below
Sorting:
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆39Mar 7, 2024Updated 2 years ago
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆27Mar 16, 2024Updated 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
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Jul 22, 2022Updated 3 years ago
- ☆52Dec 31, 2024Updated last year
- 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
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆175May 26, 2022Updated 3 years ago
- ☆31Mar 12, 2023Updated 2 years ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆31Dec 28, 2025Updated 2 months ago
- ☆34Sep 15, 2021Updated 4 years ago
- ☆11Feb 19, 2022Updated 4 years ago
- CLIPCleaner: Cleaning Noisy Labels with CLIP (ACM MM2024)☆13Apr 28, 2025Updated 10 months ago
- ☆12Oct 28, 2023Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆47Feb 16, 2023Updated 3 years ago
- ☆11Dec 4, 2025Updated 3 months ago
- Artifacts of VLDB'22 paper "COMET: A Novel Memory-Efficient Deep Learning TrainingFramework by Using Error-Bounded Lossy Compression"☆10Aug 2, 2022Updated 3 years ago
- Pytorch package for geometric softmax☆12Jun 13, 2019Updated 6 years ago
- paper code commit-fsmafl☆10Mar 18, 2024Updated last year
- The codes and datasets about our ACL 2024 Main Conference paper titled "Cognitive Visual-Language Mapper: Advancing Multimodal Comprehens…☆17Jan 24, 2025Updated last year
- ☆10Jul 11, 2022Updated 3 years ago
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 2 years ago
- Code for 'Joint Optimization Framework for Learning with Noisy Labels'☆39Aug 26, 2018Updated 7 years ago
- ☆10Dec 26, 2023Updated 2 years ago
- Code and annotation for the paper "Towards Accurate and Interpretable Surgical Skill Assessment: A Video-Based Method Incorporating Recog…☆12Jan 20, 2023Updated 3 years ago
- This repository contains the dataset of the paper ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks☆12Apr 28, 2023Updated 2 years ago
- Official repository for the paper, "FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data", EMNLP 2025 Main…☆15Nov 11, 2025Updated 3 months ago
- ☆10Jul 18, 2023Updated 2 years ago
- This is the Pytorch implementation of paper--Training deep neural-networks using a noise adaptation layer.☆10Apr 18, 2021Updated 4 years ago
- Speech emotion recognition using LSTM, SVM and MLP | 语音情感识别☆10Jul 1, 2019Updated 6 years ago
- blinker单设备app☆12Dec 25, 2018Updated 7 years ago
- ☆12Mar 18, 2024Updated last year
- Shadowsocks/ShadowsocksR 账号在线监控☆12Nov 25, 2018Updated 7 years ago
- Code and data accompanying the FedGen paper☆258Oct 31, 2024Updated last year
- Pytorch implementations of some general federated optimization methods.☆53Oct 25, 2024Updated last year
- [ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks☆50Feb 21, 2024Updated 2 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- Offline RL experiments☆15Oct 1, 2022Updated 3 years ago
- Reading list for deep learning in Computer Vision and Medical Image Analysis☆12Nov 2, 2021Updated 4 years ago