cruiseresearchgroup / COCOA
COCOA: Cross Modality Contrastive Learning for Sensor Data
☆25Updated 2 years ago
Alternatives and similar repositories for COCOA:
Users that are interested in COCOA are comparing it to the libraries listed below
- ☆60Updated 2 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆75Updated 3 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆40Updated 3 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆18Updated last year
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆37Updated 3 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆27Updated 3 years ago
- Official implementation of SWL-Adapt.☆14Updated last year
- ☆8Updated 6 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆28Updated 2 years ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆31Updated 8 months ago
- 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
- ☆11Updated 2 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- ☆14Updated 2 years ago
- Code for the paper "Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation", Buffelli D., Vandin F.,…☆18Updated 3 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆45Updated 3 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆87Updated 11 months ago
- CAPTURE-24: Human activity recognition with activity trackers☆31Updated 4 months ago
- DeepConvLSTM implemented in python 3 and pytorch☆26Updated 3 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆30Updated 11 months ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆23Updated last year
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆38Updated 8 months ago
- Implementation of the InterpretTime framework☆44Updated last year
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆39Updated last year
- [ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets☆124Updated last year
- ☆37Updated last year
- Deepsense: a unified deep learning framework for time-series mobile sensing data processing.☆7Updated 5 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆117Updated last year
- Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)☆54Updated 4 years ago