U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging

24 October 2019

Papers citing "U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging"

20 / 20 papers shown

Title
SeizureTransformer: Scaling U-Net with Transformer for Simultaneous Time-Step Level Seizure Detection from Long EEG Recordings Kerui Wu Ziyue Zhao Bülent Yener ViT 51 0 0 01 Apr 2025
GDformer: Going Beyond Subsequence Isolation for Multivariate Time Series Anomaly Detection Qingxiang Liu Chenghao Liu Sheng Sun Di Yao Yuxuan Liang AI4TS 52 0 0 30 Jan 2025
TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection Mengxuan Li Ke Liu Hongyang Chen Jiajun Bu Hongwei Wang Haishuai Wang AI4TS 91 0 0 18 Nov 2024
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging Jingying Ma Qika Lin Ziyu Jia Mengling Feng AI4TS 16 2 0 21 Aug 2024
Efficient Deterministic Renewable Energy Forecasting Guided by Multiple-Location Weather Data C. Symeonidis N. Nikolaidis 22 0 0 26 Apr 2024
WaveSleepNet: An Interpretable Network for Expert-like Sleep Staging Yan Pei Wei Luo 34 0 0 11 Apr 2024
PatchAD: A Lightweight Patch-based MLP-Mixer for Time Series Anomaly Detection Zhijie Zhong Zhiwen Yu Yiyuan Yang Weizheng Wang Kaixiang Yang 28 6 0 18 Jan 2024
Generalizable Sleep Staging via Multi-Level Domain Alignment Jiquan Wang Sha Zhao Haiteng Jiang Shijian Li Tao Li Gang Pan 42 9 0 13 Dec 2023
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging Seungyeon Lee Thai-Hoang Pham Zhao Cheng Ping Zhang 26 0 0 06 Dec 2023
Local-Global Temporal Fusion Network with an Attention Mechanism for Multiple and Multiclass Arrhythmia Classification Y. Kim Minji Lee Kunwook Jo Hee Seok Song Seong-Whan Lee 8 0 0 03 Aug 2023
PrecTime: A Deep Learning Architecture for Precise Time Series Segmentation in Industrial Manufacturing Operations S. Gaugel M. Reichert AI4TS 11 16 0 27 Jan 2023
Development of Personalized Sleep Induction System based on Mental States Young-Seok Kweon Gi-Hwan Shin Heon Kwak 8 1 0 12 Dec 2022
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition Sehoon Kim A. Gholami Albert Eaton Shaw Nicholas Lee K. Mangalam Jitendra Malik Michael W. Mahoney Kurt Keutzer 19 99 0 02 Jun 2022
A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging Vaibhav Joshi S. Vijayarangan S. Preejith M. Sivaprakasam 11 7 0 14 Dec 2021
Deep Efficient Continuous Manifold Learning for Time Series Modeling Seungwoo Jeong Wonjun Ko A. Mulyadi Heung-Il Suk AI4TS 21 8 0 03 Dec 2021
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification Huy P Phan Kaare B. Mikkelsen Oliver Y. Chén P. Koch Alfred Mertins M. D. Vos 8 182 0 23 May 2021
Deep State Inference: Toward Behavioral Model Inference of Black-box Software Systems Foozhan Ataiefard Mohammad Jafar Mashhadi Hadi Hemmati Neil Walkinshaw MLAU 16 4 0 13 Jan 2021
RobustSleepNet: Transfer learning for automated sleep staging at scale Antoine Guillot Valentin Thorey OOD 35 83 0 07 Jan 2021
TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings Taeheon Lee Jeonghwan Hwang Honggu Lee 25 7 0 10 Sep 2020
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning Huy P Phan Oliver Y. Chén P. Koch Zongqing Lu Ian Mcloughlin Alfred Mertins M. D. Vos 16 116 0 30 Jul 2019