Cover Image

Pathology-Aware Multi-View Contrastive Learning for Patient-Independent ECG Reconstruction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Youssef, Youssef, Singla, Jitin
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CoRe-ECG: Advancing Self-Supervised Representation Learning for 12-Lead ECG via Contrastive and Reconstructive Synergy
by: Qin, Zehao, et al.
Published: (2026)

Federated Learning with Gramian Angular Fields for Privacy-Preserving ECG Classification on Heterogeneous IoT Devices
by: Elmir, Youssef, et al.
Published: (2025)

Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-View Echos
by: Liman, Michelle Espranita, et al.
Published: (2026)

Contrastive Learning for Multi Label ECG Classification with Jaccard Score Based Sigmoid Loss
by: Takahashi, Junichiro, et al.
Published: (2026)

ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning
by: Sethi, Sahil, et al.
Published: (2025)

Tensor-Fused Multi-View Graph Contrastive Learning
by: Wu, Yujia, et al.
Published: (2024)

Network Distributed Multi-Agent Reinforcement Learning for Consensus Control of Quadcopters
by: Mahran, Youssef, et al.
Published: (2026)

UTICA: Multi-Objective Self-Distllation Foundation Model Pretraining for Time Series Classification
by: Moakher, Yessin, et al.
Published: (2026)

Scenario-Based Hierarchical Reinforcement Learning for Automated Driving Decision Making
by: Abdelhamid, M. Youssef, et al.
Published: (2025)

A Distributed Generative AI Approach for Heterogeneous Multi-Domain Environments under Data Sharing constraints
by: Tawfilis, Youssef, et al.
Published: (2025)

Reinforcement Learning Position Control of a Quadrotor Using Soft Actor-Critic (SAC)
by: Mahran, Youssef, et al.
Published: (2025)

Dynamic Entropy Tuning in Reinforcement Learning Low-Level Quadcopter Control: Stochasticity vs Determinism
by: Mahran, Youssef, et al.
Published: (2025)

Leveraging Auto-Distillation and Generative Self-Supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems
by: Mhedhbi, Eya, et al.
Published: (2025)

ECG-Soup: Harnessing Multi-Layer Synergy for ECG Foundation Models
by: Nguyen, Phu X., et al.
Published: (2025)

Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning
by: Guo, Peijin, et al.
Published: (2025)

Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series Analysis
by: Oh, YongKyung, et al.
Published: (2025)

HyperGCL: Multi-Modal Graph Contrastive Learning via Learnable Hypergraph Views
by: Saifuddin, Khaled Mohammed, et al.
Published: (2025)

Fixed-point graph convolutional networks against adversarial attacks
by: Khan, Shakib, et al.
Published: (2025)

Category-Aware Semantic Caching for Heterogeneous LLM Workloads
by: Wang, Chen, et al.
Published: (2025)

Fine-grained Contrastive Learning for ECG-Report Alignment with Waveform Enhancement
by: Li, Haitao, et al.
Published: (2025)

TimeSense: Multi-Person Device-free Indoor Localization via RTT
by: Mohsen, Mohamed, et al.
Published: (2024)

Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG
by: Chen, Jiarong, et al.
Published: (2024)

Advancing Ear Biometrics: Enhancing Accuracy and Robustness through Deep Learning
by: Mohamed, Youssef, et al.
Published: (2024)

CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery
by: Mroueh, Youssef, et al.
Published: (2026)

LEAVES: Learning Views for Time-Series Biobehavioral Data in Contrastive Learning
by: Yu, Han, et al.
Published: (2022)

EnECG: Efficient Ensemble Learning for Electrocardiogram Multi-task Foundation Model
by: Xu, Yuhao, et al.
Published: (2025)

Contrastive Multi-Task Learning with Solvent-Aware Augmentation for Drug Discovery
by: Lan, Jing, et al.
Published: (2025)

Graph Contrastive Learning with Cohesive Subgraph Awareness
by: Wu, Yucheng, et al.
Published: (2024)

SPHENIC: Topology-Aware Multi-View Clustering for Spatial Transcriptomics
by: Guo, Chenkai, et al.
Published: (2025)

Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model
by: Jin, Jiarui, et al.
Published: (2025)

ExECG: An Explainable AI Framework for ECG models
by: Jang, Jong-Hwan, et al.
Published: (2026)

Flow Matching in the Low-Noise Regime: Pathologies and a Contrastive Remedy
by: Zeng, Weili, et al.
Published: (2025)

Denoising-Aware Contrastive Learning for Noisy Time Series
by: Zhou, Shuang, et al.
Published: (2024)

Learning Multi-Agent Communication with Contrastive Learning
by: Lo, Yat Long, et al.
Published: (2023)

Proximal Curriculum with Task Correlations for Deep Reinforcement Learning
by: Tzannetos, Georgios, et al.
Published: (2024)

Reliable Conflictive Multi-View Learning
by: Xu, Cai, et al.
Published: (2024)

Spatial-Temporal Cross-View Contrastive Pre-training for Check-in Sequence Representation Learning
by: Gong, Letian, et al.
Published: (2024)

Weighted Contrastive Learning for Anomaly-Aware Time-Series Forecasting
by: Ekstrand, Joel, et al.
Published: (2025)

HeartBeatAI: An Interpretable and Robust Deep Learning Framework for Multi-Label ECG Arrhythmia Detection
by: Gupta, Shubham, et al.
Published: (2026)

Leveraging Foundational Models and Simple Fusion for Multi-modal Physiological Signal Analysis
by: Ghallab, Youssef, et al.
Published: (2025)