Improving Human Activity Recognition through Self-training with Unlabeled Data
☆42Jul 13, 2021Updated 4 years ago
Alternatives and similar repositories for SelfHAR
Users that are interested in SelfHAR are comparing it to the libraries listed below
Sorting:
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆32Jan 26, 2021Updated 5 years ago
- Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition☆18Dec 16, 2024Updated last year
- [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition☆17May 23, 2023Updated 2 years ago
- ☆10Feb 14, 2023Updated 3 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆75Dec 10, 2024Updated last year
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Feb 21, 2021Updated 5 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆21Feb 20, 2024Updated 2 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Sep 11, 2022Updated 3 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Oct 25, 2021Updated 4 years ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆147Oct 24, 2024Updated last year
- WiSR: Wireless Domain Generalization Based on Style Randomization☆11Nov 17, 2023Updated 2 years ago
- MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and …☆362Oct 19, 2021Updated 4 years ago
- A lite BERT-like representation model for IMU sensor data☆133Dec 12, 2025Updated 2 months ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆22Sep 28, 2022Updated 3 years ago
- The implementation of FedMix☆11Aug 18, 2022Updated 3 years ago
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆104Oct 11, 2019Updated 6 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆26Feb 9, 2024Updated 2 years ago
- ☆11Aug 17, 2022Updated 3 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆49Mar 30, 2021Updated 4 years ago
- ☆12Dec 11, 2020Updated 5 years ago
- Implement Human Activity Recognition in PyTorch using hybrid of LSTM, Bi-dir LSTM and Residual Network Models☆16May 8, 2020Updated 5 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated last year
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆62Mar 21, 2025Updated 11 months ago
- Use a LSTM network to predict human activities from sensor signals collected from a smartphone☆52Jul 16, 2022Updated 3 years ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆42Jan 13, 2025Updated last year
- Official implementation of SWL-Adapt.☆14Apr 4, 2023Updated 2 years ago
- Implementation of MAML in numpy, deriving gradients and implementing backprop manually☆14Nov 15, 2018Updated 7 years ago
- XRF V2 Project, ACM IMWUT/UBICOMP 2025☆23Oct 16, 2025Updated 4 months ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆61May 21, 2022Updated 3 years ago
- ☆17Jul 2, 2022Updated 3 years ago
- The code for paper "FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning"☆17Jan 12, 2023Updated 3 years ago
- (HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing☆17Jan 22, 2024Updated 2 years ago
- Minimal implementation of Contrastive Predictive Coding for audio.☆17Nov 17, 2019Updated 6 years ago
- Human Activities and Postural Transitions’ Recognition using Smartphone Data☆14Oct 2, 2017Updated 8 years ago
- CAPTURE-24: Human activity recognition with activity trackers☆52Nov 19, 2024Updated last year
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 2 years ago
- A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)☆233Oct 26, 2021Updated 4 years ago
- Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.☆20Dec 11, 2022Updated 3 years ago
- Human Activity Recognition Using Deep Neural Network☆19Nov 22, 2022Updated 3 years ago