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ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training
IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2021
9 July 2021
Emadeldeen Eldele
Mohamed Ragab
Zhenghua Chen
Ruibing Jin
C. Kwoh
Xiaoli Li
Cuntai Guan
OOD
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Papers citing
"ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"
14 / 14 papers shown
Learning Domain- and Class-Disentangled Prototypes for Domain-Generalized EEG Emotion Recognition
Guangli Li
Canbiao Wu
Zhehao Zhou
Na Tian
Zhen Liang
Zhen Liang
OOD
234
0
0
01 Sep 2025
Uncertainty Awareness on Unsupervised Domain Adaptation for Time Series Data
Weide Liu
Xiaoyang Zhong
Lu Wang
Jingwen Hou
Yuemei Luo
Jiebin Yan
Yuming Fang
EDL
AI4TS
361
0
0
26 Aug 2025
Multi-Channel Differential Transformer for Cross-Domain Sleep Stage Classification with Heterogeneous EEG and EOG
Benjamin Wei Hao Chin
Yuin Torng Yew
Haocheng Wu
Lanxin Liang
Chow Khuen Chan
Norita Mohd Zain
Siti Balqis Samdin
Sim Kuan Goh
286
0
0
21 Aug 2025
MoSSDA: A Semi-Supervised Domain Adaptation Framework for Multivariate Time-Series Classification using Momentum Encoder
Seonyoung Kim
Dongil Kim
119
0
0
01 Aug 2025
Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation
Knowledge Discovery and Data Mining (KDD), 2025
Peiliang Gong
Yucheng Wang
Min Wu
Zhenghua Chen
Xiaoli Li
Daoqiang Zhang
AI4TS
TTA
341
1
0
23 May 2025
SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging With Neural Networks Based on Ballistocardiograms
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2024
Shuzhen Li
Yuxin Chen
Xuesong Chen
Ruiyang Gao
Yupeng Zhang
...
Ziyi Ye
Weijun Huang
Hongliang Yi
Yue Leng
Yi Wu
209
14
0
30 Oct 2024
Multi-Source and Test-Time Domain Adaptation on Multivariate Signals using Spatio-Temporal Monge Alignment
Théo Gnassounou
Antoine Collas
Rémi Flamary
Karim Lounici
Alexandre Gramfort
310
7
0
19 Jul 2024
U-PASS: an Uncertainty-guided deep learning Pipeline for Automated Sleep Staging
E. Heremans
Nabeel Seedat
B. Buyse
D. Testelmans
M. Schaar
Marina De Vos
228
9
0
07 Jun 2023
Label-efficient Time Series Representation Learning: A Review
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Emadeldeen Eldele
Mohamed Ragab
Zhenghua Chen
Ruibing Jin
C. Kwoh
Xiaoli Li
AI4TS
522
35
0
13 Feb 2023
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey
G. Sarafraz
Armin Behnamnia
Mehran Hosseinzadeh
Ali Balapour
Amin Meghrazi
Hamid R. Rabiee
OOD
AI4CE
306
7
0
04 Dec 2022
Contrastive Domain Adaptation for Time-Series via Temporal Mixup
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2022
Emadeldeen Eldele
Mohamed Ragab
Zhenghua Chen
Ruibing Jin
C. Kwoh
Xiaoli Li
AI4TS
322
50
0
03 Dec 2022
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
IEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2022
Emadeldeen Eldele
Mohamed Ragab
Zhenghua Chen
Ruibing Jin
C. Kwoh
Xiaoli Li
186
33
0
10 Oct 2022
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data
ACM Transactions on Knowledge Discovery from Data (TKDD), 2022
Mohamed Ragab
Emadeldeen Eldele
Wee Ling Tan
Chuan-Sheng Foo
Zhenghua Chen
Ruibing Jin
C. Kwoh
Xiaoli Li
TTA
OOD
AI4TS
307
97
0
15 Mar 2022
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.5K
5,165
0
17 Feb 2017
1
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