bulatkh / csshar_tfaLinks
Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition
☆25Updated last year
Alternatives and similar repositories for csshar_tfa
Users that are interested in csshar_tfa are comparing it to the libraries listed below
Sorting:
- Contrastive Learning (SimCLR) for Human Activity Recognition☆78Updated 4 years ago
- ☆16Updated 3 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- ☆80Updated 2 years ago
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 4 years ago
- ☆10Updated 2 years ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆307Updated 7 months ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆55Updated 3 years ago
- ☆63Updated 2 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆23Updated 2 years ago
- ☆9Updated 6 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆30Updated 2 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆46Updated last month
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 years ago
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆21Updated 5 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆38Updated 3 years ago
- ☆11Updated 3 years ago
- CAPTURE-24: Human activity recognition with activity trackers☆42Updated 7 months ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆31Updated 4 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆26Updated 3 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 4 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Updated 2 years ago
- The official implementation of paper "Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition". Accepted…☆11Updated last year
- Transformer for Human Activity Recognition☆72Updated 2 years ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆132Updated 8 months ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆30Updated 4 years ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆33Updated 6 months ago
- [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition☆17Updated 2 years ago
- This is the implementation for the paper "Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learnin…☆12Updated 2 years ago