iantangc / ContrastiveLearningHARLinks
Contrastive Learning (SimCLR) for Human Activity Recognition
☆79Updated 4 years ago
Alternatives and similar repositories for ContrastiveLearningHAR
Users that are interested in ContrastiveLearningHAR are comparing it to the libraries listed below
Sorting:
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- ☆66Updated 3 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆42Updated 4 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Updated 3 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆30Updated 3 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 4 years ago
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆169Updated last year
- ☆17Updated 3 years ago
- CAPTURE-24: Human activity recognition with activity trackers☆49Updated last year
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆22Updated 3 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆26Updated last year
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆21Updated last year
- DeepConvLSTM implemented in python 3 and pytorch☆27Updated 4 years ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆225Updated 2 years ago
- ☆10Updated 2 years ago
- Transformer for Human Activity Recognition☆77Updated 3 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆49Updated 4 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆63Updated 9 months ago
- Code for the paper "Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation", Buffelli D., Vandin F.,…☆19Updated 4 years ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆140Updated last year
- ☆125Updated 3 years ago
- Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)☆57Updated 5 years ago
- [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"☆481Updated last year
- Code for RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data (ICLR 2025)☆23Updated 9 months ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆51Updated 2 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆96Updated last year
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆130Updated 2 years ago
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆35Updated last year