cheng-haha / ProtoHAR
πProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition
β15Updated last year
Alternatives and similar repositories for ProtoHAR:
Users that are interested in ProtoHAR are comparing it to the libraries listed below
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".β35Updated last year
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone datasetβ26Updated 3 months ago
- fully ready experimentsβ36Updated 2 years ago
- The source code and collected data for the Meta-HAR (WWW 2021) paper.β32Updated 2 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognitionβ29Updated 10 months ago
- Four Federated learning datasets for Human Activity Recognitionβ52Updated last year
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorchβ22Updated 2 years ago
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDynβ25Updated 4 months ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learningβ67Updated 2 years ago
- Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".β26Updated 11 months ago
- Official Code for PACFL AAAI 2023β41Updated last year
- Federated learning with model quantizationβ16Updated 3 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.β40Updated 2 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)β14Updated last year
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillationβ27Updated last year
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".β25Updated 2 years ago
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computingβ17Updated 3 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"β55Updated last year
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaborationβ14Updated 2 months ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterβ¦β44Updated 2 months ago
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learniβ¦β13Updated 8 months ago
- β12Updated last year
- DistFL: Distribution-aware Federated Learning for Mobile Scenariosβ12Updated 2 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).β70Updated 2 years ago
- β23Updated 2 years ago
- Technique of Ordered Dropout as used in the paper "Fjord: Fair and accurate federated learning under heterogeneous targets with ordered dβ¦β11Updated 2 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".β29Updated 2 years ago
- β47Updated 2 months ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"β15Updated 2 years ago
- Communication-efficient federated continual learningβ14Updated 2 years ago