Hangwei12358 / cross-person-HAR
Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".
☆37Updated 3 years ago
Alternatives and similar repositories for cross-person-HAR:
Users that are interested in cross-person-HAR are comparing it to the libraries listed below
- ☆60Updated 2 years ago
- Official implementation of SWL-Adapt.☆14Updated last year
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆23Updated 2 years ago
- ☆11Updated 2 years ago
- ☆8Updated 6 years ago
- ☆14Updated 2 years ago
- ☆11Updated 2 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆28Updated 2 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆75Updated 3 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆17Updated last year
- The layer-wise training convolutional neural networks using local loss for sensor based human activity recognition☆20Updated 4 years ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆53Updated 2 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Source code for paper: UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification☆19Updated 3 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆28Updated 4 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆87Updated 11 months ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆25Updated 2 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆30Updated 11 months ago
- The source code and collected data for the Meta-HAR (WWW 2021) paper.☆32Updated 2 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆40Updated 3 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆27Updated 3 years ago
- ☆37Updated last year
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆32Updated 8 months ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆118Updated last year
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆16Updated 5 years ago
- Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)☆54Updated 4 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆23Updated last year
- DeepConvLSTM implemented in python 3 and pytorch☆26Updated 3 years ago
- A lite BERT-like representation model for IMU sensor data☆98Updated last year
- [IEEE JBHI 2021] The convolutional neural networks training with Channel-Selectivity for human activity recognition based on sensors☆13Updated 3 years ago