Nokia-Bell-Labs / papagei-foundation-modelLinks
(ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals
☆94Updated last week
Alternatives and similar repositories for papagei-foundation-model
Users that are interested in papagei-foundation-model are comparing it to the libraries listed below
Sorting:
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆132Updated 8 months ago
- ☆14Updated last year
- A collection of deep learning models for ECG data processing based on fairseq framework☆120Updated last week
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆62Updated 3 months ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆25Updated last year
- Interpretable Pre-Trained Transformers for Heart Time-Series Data☆43Updated 7 months ago
- A Foundation Model for Multivariate Wearable Sensing of Physiological Signals.☆20Updated last month
- ☆58Updated last year
- [ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets☆127Updated last year
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆95Updated this week
- Self-supervised representation learning from 12-lead ECG data☆87Updated 3 years ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆25Updated 3 years ago
- In this work, we introduce Region-Disentangled Diffusion Model (RDDM), a novel diffusion model designed to capture the complex temporal d…☆52Updated last year
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆55Updated 2 years ago
- ☆29Updated last year
- An electrocardiogram analysis foundation model.☆167Updated 2 months ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆44Updated last year
- PPG-beats is a Matlab library of algorithms to detect heartbeats in photoplethysmogram (PPG) signals.☆70Updated 3 months ago
- CAPTURE-24: Human activity recognition with activity trackers☆42Updated 7 months ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 2 years ago
- Sample data associated with the Aurora-BP study☆36Updated 3 months ago
- ☆67Updated 11 months ago
- ☆22Updated 2 years ago
- ☆62Updated 3 years ago
- ☆73Updated 4 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆78Updated 4 years ago
- Official code for the UAI 2023 paper "BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation" and the…☆26Updated 10 months ago
- A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals☆27Updated last month
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆25Updated 2 months ago
- Crucial pieces of code for the BP estimation using MIMIC III database. Paper submitted to Sensors journal.☆60Updated 4 years ago