Four Federated learning datasets for Human Activity Recognition
☆57Jul 8, 2023Updated 2 years ago
Alternatives and similar repositories for FL-Datasets-for-HAR
Users that are interested in FL-Datasets-for-HAR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 2 years ago
- ☆12Dec 11, 2020Updated 5 years ago
- The source code and collected data for the Meta-HAR (WWW 2021) paper.☆33May 5, 2022Updated 3 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆70Jul 25, 2022Updated 3 years ago
- ☆29May 26, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- RF-Net: A Unified Meta-Learning Framework for RF-enabledOne-Shot Human Activity Recognition☆26Sep 2, 2021Updated 4 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Oct 9, 2022Updated 3 years ago
- This repository is a PyTorch implementation for NIPS 2024 Paper "Reinforced Cross-Domain Knowledge Distillation on Time Series Data".☆16Sep 26, 2024Updated last year
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆27Nov 27, 2024Updated last year
- Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".☆32Mar 22, 2024Updated 2 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆134Oct 27, 2021Updated 4 years ago
- ☆67Mar 17, 2020Updated 6 years ago
- ☆13Oct 21, 2020Updated 5 years ago
- 🌟ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition☆17Oct 26, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆43Jan 13, 2025Updated last year
- Repo for MobiCom 2022 paper: " Cosmo: Contrastive Fusion Learning with Small Data for Multimodal Human Activity Recognition ".☆56Apr 4, 2023Updated 2 years ago
- ☆67Jan 2, 2023Updated 3 years ago
- ☆10Jan 1, 2024Updated 2 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆76Dec 10, 2024Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆47Feb 16, 2023Updated 3 years ago
- Multiple Radar Dataset release for Pointillism paper.☆13Aug 26, 2022Updated 3 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 3 years ago
- The official PyTorch Implementation of MetaSense (MetaSense: Few-Shot Adaptation to Untrained Conditions in Deep Mobile Sensing, ACM SenS…☆17Oct 12, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A lite BERT-like representation model for IMU sensor data☆134Dec 12, 2025Updated 3 months ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…☆14Jun 19, 2020Updated 5 years ago
- One-shot Recognition for Unseen Gesture with COTS WiFi☆41Jun 6, 2022Updated 3 years ago
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated last year
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Jul 13, 2021Updated 4 years ago
- FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition (AAAI 2022)☆15Oct 8, 2022Updated 3 years ago
- Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning☆47Feb 11, 2023Updated 3 years ago
- Official repository for the paper, "FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data", EMNLP 2025 Main…☆16Nov 11, 2025Updated 4 months ago
- 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.
- StealthyIMU: Stealing Permission-protected Private Information From Smartphone Voice Assistant Using Zero-Permission Sensors, NDSS 2023☆20Jan 23, 2023Updated 3 years ago
- Training Federated GANs with Theoretical Guarantees: AUniversal Aggregation Approach☆17Jan 18, 2021Updated 5 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆725Mar 24, 2023Updated 3 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆413Dec 18, 2023Updated 2 years ago
- Robust aggregation for federated learning with the RFA algorithm.☆54Sep 13, 2022Updated 3 years ago
- ☆35Feb 10, 2023Updated 3 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆62Mar 21, 2025Updated last year