Nokia-Bell-Labs / papagei-foundation-model
PaPaGei: Open Foundation Models for Optical Physiological Signals
☆27Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for papagei-foundation-model
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆24Updated 2 years ago
- [JBHI 2024] Self-supervised pre-training on ECG collected in the wild☆13Updated last year
- Interpretable Pre-Trained Transformers for Heart Time-Series Data☆26Updated 2 months ago
- (KDD’24) Using Self-Supervised Learning Can Improve Model Fairness.☆12Updated 5 months ago
- PhysioKit: Open-source, accessible Physiological Computing Toolkit [Sensors 2023]☆28Updated 4 months ago
- A Vital Signal Analysis Package☆17Updated 5 months ago
- [ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets☆121Updated last year
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆14Updated 9 months ago
- This is the official code release for OPERA: OPEn Respiratory Acoustic foundation models☆36Updated this week
- A collection of deep learning models for ECG data processing based on fairseq framework☆79Updated last week
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆108Updated 3 weeks ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆23Updated 2 years ago
- Are you ready to FLIRT with your wearable data?☆65Updated 7 months ago
- Code for the paper, SAMoSA - Sensing Activities with Motion and Sub-sampled Audio☆13Updated last year
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆42Updated last year
- 💪 Predict lab-measured cardio fitness (VO2max) through wearables in free-living environments (code for Nature Digital Medicine '22 pape…☆19Updated last year
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆19Updated 6 months ago
- 🏋️ Extract generalizable physiological representations from sensor time-series data with self-supervision (code for CHIL 2021, NeurIPS-W…☆17Updated last year
- ECG time-series augmentations library☆24Updated last year
- ☆25Updated last year
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆36Updated this week
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 3 years ago
- An electrocardiogram analysis foundation model.☆86Updated last week
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆36Updated 3 years ago
- ☆33Updated 4 months ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆33Updated 2 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆70Updated 3 years ago
- ☆16Updated last year
- Source code of BayesBeat: A Bayesian Deep Learning Approach for Atrial Fibrillation Detection from Noisy Photoplethysmography Data☆16Updated 2 years ago
- ☆15Updated last year