ntnu-ai-lab / SelfPABLinks
Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition
☆16Updated 11 months ago
Alternatives and similar repositories for SelfPAB
Users that are interested in SelfPAB are comparing it to the libraries listed below
Sorting:
- Code for RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data (ICLR 2025)☆20Updated 7 months ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆137Updated last year
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆37Updated 10 months ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆79Updated 4 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆43Updated 4 years ago
- CAPTURE-24: Human activity recognition with activity trackers☆48Updated last year
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Updated 3 years ago
- Implementation of the InterpretTime framework☆51Updated 2 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆22Updated 3 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆61Updated 7 months ago
- ☆65Updated 2 years ago
- (KDD’24) Using Self-Supervised Learning Can Improve Model Fairness.☆11Updated last year
- Code for Retrieval-Based Reconstruction For Time-series Contrastive Learning (ICLR 2024)☆35Updated 3 months ago
- Generating ActiGraph Counts from Raw Acceleration Recorded by an Alternative Monitor☆30Updated 3 months ago
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆166Updated last year
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆104Updated 6 years ago
- ☆17Updated 3 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆27Updated 4 years ago
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆116Updated 4 months ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆125Updated 2 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆21Updated last year
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 3 years ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆36Updated last year
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆41Updated 4 years ago
- ☆26Updated last year
- The paper "Adversarial Dynamic Shapelet Network"☆15Updated 3 years ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆50Updated 2 years ago
- ☆41Updated 8 years ago
- ☆60Updated 2 years ago