ekansh09 / LRH-NetLinks
Official Implementation of LRH-Net: A Multi-Level Knowledge Distillation Approach for Low-Resource Heart Network
☆20Updated last year
Alternatives and similar repositories for LRH-Net
Users that are interested in LRH-Net are comparing it to the libraries listed below
Sorting:
- The code for paper "A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification"☆27Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- [TIM 2024] The official implementation for the paper "Affective EEG-based Person Identification with Continual Learning"☆12Updated 10 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆25Updated 3 years ago
- The PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks).☆9Updated last year
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆17Updated 5 months ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆48Updated last month
- Official implementation of our IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"☆31Updated last year
- Self-supervised representation learning from 12-lead ECG data☆87Updated 3 years ago
- a ecg classfier based on PTB-XL database☆35Updated 3 years ago
- This is a PyTorch implementation of "Multi-label Classification of Electrocardiogram with Modified Residual Networks" paper.☆18Updated 4 years ago
- Swin-Transformer 1D implements☆55Updated last year
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 2 years ago
- This is the pytorch demo code for Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain, (PTMDA) (IEEE Transactions on Ima…☆10Updated 3 years ago
- ☆23Updated 10 months ago
- SF(DA)²: Source-free Domain Adaptation Through the Lens of Data Augmentation (ICLR 2024)☆17Updated last year
- This project is the official implementation of ``Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation'' in PyTorch, wh…☆12Updated 2 years ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆48Updated last month
- ☆20Updated 2 years ago
- A Benchmark to Study Negative Transfer https://ieeexplore.ieee.org/document/9938381☆17Updated 2 years ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆54Updated 2 years ago
- ☆37Updated last year
- ☆10Updated 4 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆24Updated 2 years ago
- The repository is associated with a paper titled "Fusion of edge detection and graph neural networks for classifying electrocardiogram si…☆22Updated last year
- ☆16Updated 2 years ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆48Updated last year
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆64Updated last year
- ☆23Updated 4 years ago
- Semi-Supervised End-to-End Contrastive Learning for Time Series Classification☆28Updated 2 years ago