YyzHarry / SimPer
[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets
☆120Updated last year
Related projects: ⓘ
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆23Updated 2 years ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆27Updated 2 months ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆64Updated last week
- Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)☆35Updated 6 months ago
- In this work, we introduce Region-Disentangled Diffusion Model (RDDM), a novel diffusion model designed to capture the complex temporal d…☆30Updated 4 months ago
- Code for PulseImpute Challenge☆26Updated 2 weeks ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆17Updated 4 months ago
- ☆16Updated last year
- ☆53Updated last year
- ☆26Updated 2 months ago
- Self-supervised representation learning from 12-lead ECG data☆72Updated 2 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆75Updated 5 months ago
- Capture24: Human activity recognition with activity trackers☆19Updated 6 months ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆25Updated 2 years ago
- Official repository for distributing ECG-QA dataset☆46Updated 4 months ago
- SCAMPS Dataset☆52Updated 10 months ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆104Updated last year
- Contrastive Learning (SimCLR) for Human Activity Recognition☆69Updated 3 years ago
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆101Updated 10 months ago
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆55Updated 10 months ago
- Official PyTorch implementation of the paper "Utilizing Expert Features for Contrastive Learning of Time-Series Representations"☆14Updated last year
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆33Updated 2 years ago
- Code release for ICLR 2021 paper "Generalised Multimodal ELBO"☆32Updated last year
- ☆8Updated 5 years ago
- RhythmMamba☆28Updated last month
- Code for Retrieval-Based Reconstruction For Time-series Contrastive Learning (ICLR 2024)☆23Updated 4 months ago
- ☆12Updated 2 years ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆21Updated 2 months ago
- Time series explainability via self-supervised model behavior consistency☆29Updated 10 months ago
- ArterialNet reconstructs arterial blood pressure (ABP) waveform☆10Updated 2 months ago