Copertina

SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Lee, Seongju, Yu, Yeonguk, Back, Seunghyeok, Seo, Hogeon, Lee, Kyoobin
Natura:	Preprint
Pubblicazione:	2022
Soggetti:	Machine Learning Artificial Intelligence Signal Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

MC2SleepNet: Multi-modal Cross-masking with Contrastive Learning for Sleep Stage Classification
di: Na, Younghoon, et al.
Pubblicazione: (2025)

Staging by the Book: Automatic Sleep Stage Classification Using Scoring Rules
di: Hardarson, Emil, et al.
Pubblicazione: (2026)

Modulation Consistency-based Contrastive Learning for Self-Supervised Automatic Modulation Classification
di: Wang, Chenxu, et al.
Pubblicazione: (2026)

CD-FKD: Cross-Domain Feature Knowledge Distillation for Robust Single-Domain Generalization in Object Detection
di: Lee, Junseok, et al.
Pubblicazione: (2026)

Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework
di: Lee, Cheol-Hui, et al.
Pubblicazione: (2025)

SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment
di: Zhao, Siyuan, et al.
Pubblicazione: (2025)

PixleepFlow: A Pixel-Based Lifelog Framework for Predicting Sleep Quality and Stress Level
di: Na, Younghoon, et al.
Pubblicazione: (2025)

SleepLiteCNN: Energy-Efficient Sleep Apnea Subtype Classification with 1-Second Resolution Using Single-Lead ECG
di: Mohammadi, Zahra, et al.
Pubblicazione: (2025)

Age-Normalized HRV Features for Non-Invasive Glucose Prediction: A Pilot Sleep-Aware Machine Learning Study
di: Azam, Md Basit, et al.
Pubblicazione: (2025)

Residual Channel Boosts Contrastive Learning for Radio Frequency Fingerprint Identification
di: Pan, Rui, et al.
Pubblicazione: (2024)

SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
di: Thapa, Rahul, et al.
Pubblicazione: (2024)

ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals
di: Aghaomidi, Poorya, et al.
Pubblicazione: (2024)

Invited Paper: Feature-to-Classifier Co-Design for Mixed-Signal Smart Flexible Wearables for Healthcare at the Extreme Edge
di: Shatta, Maha, et al.
Pubblicazione: (2025)

Enhancing Automatic Modulation Recognition through Robust Global Feature Extraction
di: Qu, Yunpeng, et al.
Pubblicazione: (2024)

LSR-Net: A Lightweight and Strong Robustness Network for Bearing Fault Diagnosis in Noise Environment
di: Lee, Junseok, et al.
Pubblicazione: (2026)

MART: MultiscAle Relational Transformer Networks for Multi-agent Trajectory Prediction
di: Lee, Seongju, et al.
Pubblicazione: (2024)

Integration of Contrastive Predictive Coding and Spiking Neural Networks
di: Bilgiç, Emirhan, et al.
Pubblicazione: (2025)

Energy-Efficient Sleep Mode Optimization of 5G mmWave Networks Using Deep Contextual MAB
di: Masrur, Saad, et al.
Pubblicazione: (2024)

Hierarchical Decoupling Capacitor Optimization for Power Distribution Network of 2.5D ICs with Co-Analysis of Frequency and Time Domains Based on Deep Reinforcement Learning
di: Duan, Yuanyuan, et al.
Pubblicazione: (2024)

Resource Allocation for RIS-Assisted CoMP-NOMA Networks using Reinforcement Learning
di: Umer, Muhammad, et al.
Pubblicazione: (2025)

Power-Efficient Indoor Localization Using Adaptive Channel-aware Ultra-wideband DL-TDOA
di: Bhattacharya, Sagnik, et al.
Pubblicazione: (2024)

Feature Selection via Dynamic Graph-based Attention Block in MI-based EEG Signals
di: Han, Hyeon-Taek, et al.
Pubblicazione: (2024)

The Breakthrough of Sleep: A Contactless Approach for Accurate Sleep Stage Detection Using the Sleepal AI Lamp
di: Diao, Zhuo, et al.
Pubblicazione: (2026)

NeuroSleep: Neuromorphic Event-Driven Single-Channel EEG Sleep Staging for Edge-Efficient Sensing
di: Li, Boyu, et al.
Pubblicazione: (2026)

Scalable Wi-Fi RSS-Based Indoor Localization via Automatic Vision-Assisted Calibration
di: Bilge, Abdulkadir, et al.
Pubblicazione: (2025)

Text-Aware Adapter for Few-Shot Keyword Spotting
di: Jung, Youngmoon, et al.
Pubblicazione: (2024)

MuViS: Multimodal Virtual Sensing Benchmark
di: Brandt, Jens U., et al.
Pubblicazione: (2026)

Integrated Detection and Tracking Based on Radar Range-Doppler Feature
di: Zhang, Chenyu, et al.
Pubblicazione: (2025)

Physics-Inspired Deep Learning Anti-Aliasing Framework in Efficient Channel State Feedback
di: Lin, Yu-Chien, et al.
Pubblicazione: (2024)

Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey
di: Kheddar, Hamza, et al.
Pubblicazione: (2024)

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

Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification
di: Lin, Jimmy, et al.
Pubblicazione: (2024)

Learning Global and Local Features of Power Load Series Through Transformer and 2D-CNN: An Image-based Multi-step Forecasting Approach Incorporating Phase Space Reconstruction
di: Tang, Zihan, et al.
Pubblicazione: (2024)

Deep Feature Learning for Wireless Spectrum Data
di: Milosheski, Ljupcho, et al.
Pubblicazione: (2023)

Manifold-Aware Diffusion-Augmented Contrastive Learning for Noise-Robust Biosignal Representation
di: Zewail, Rami
Pubblicazione: (2025)

Multi-Sensor Fusion for UAV Classification Based on Feature Maps of Image and Radar Data
di: Sakellariou, Nikos, et al.
Pubblicazione: (2024)

Learned Bayesian Cramér-Rao Bound for Unknown Measurement Models Using Score Neural Networks
di: Habi, Hai Victor, et al.
Pubblicazione: (2025)

Energy-Efficient Learning-Based Beamforming for ISAC-Enabled V2X Networks
di: Shang, Chen, et al.
Pubblicazione: (2025)

RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data
di: Xu, Maxwell A., et al.
Pubblicazione: (2024)

Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shift
di: Chen, Jun, et al.
Pubblicazione: (2024)