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Maarten De Vos

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University of Oxford, Institute of Biomedical Engineering, Dept. Engineering Sciences, Oxford, UK

Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch

Apr 11, 2019
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos

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Spatio-Temporal Attention Pooling for Audio Scene Classification

Apr 06, 2019
Huy Phan, Oliver Y. Chén, Lam Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins

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Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis

Nov 12, 2018
Navin Cooray, Fernando Andreotti, Christine Lo, Mkael Symmonds, Michele T. M. Hu, Maarten De Vos

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Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?

Nov 02, 2018
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos

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Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks

Nov 02, 2018
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos

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SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

Oct 01, 2018
Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos

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A unifying Bayesian approach for preterm brain-age prediction that models EEG sleep transitions over age

Sep 19, 2018
Kirubin Pillay, Maarten De Vos

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Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

Sep 04, 2018
Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos

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Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization

Jun 29, 2015
Yipeng Liu, Maarten De Vos, Sabine Van Huffel

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Multi-Sparse Signal Recovery for Compressive Sensing

Jun 04, 2012
Yipeng Liu, Ivan Gligorijevic, Vladimir Matic, Maarten De Vos, Sabine Van Huffel

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