De Vos, Maarten
- Improving Multimodal Learning with Multi-Loss Gradient Modulation
2024/05/13 by Konstantinos Kontras, Christos Chatzichristos, Kontras, Konstantinos +5 · 6 citations
Computer Science · Engineering · Physics and Astronomy · #Audio and Speech Processing (eess.AS) #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Multimedia (cs.MM) #Optical and Acousto-Optic Technologies #Sound (cs.SD) #electronic engineering #information engineering
- L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging
2023/01/09 by Huy P. Phan, Kristian P. Lorenzen, Phan, Huy +17 · 3 citations
Medicine · Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Obstructive Sleep Apnea Research #Signal Processing (eess.SP) #Sleep and Wakefulness Research #electronic engineering #information engineering
- CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities
2023/03/27 by Konstantinos Kontras, Kontras, Konstantinos, Christos Chatzichristos +7 · 3 citations
Computer Science · Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
- Balancing Multimodal Training Through Game-Theoretic Regularization
2024/11/11 by Konstantinos Kontras, Thomas Strypsteen, Kontras, Konstantinos +9 · 6 citations
Economics, Econometrics and Finance · #Sports Analytics and Performance
- From the digital twins in healthcare to the Virtual Human Twin: a moon-shot project for digital health research
2023/03/27 by Marco Viceconti, Maarten De Vos, Viceconti, Marco +5 · 2 citations
Engineering · #Biological Physics (physics.bio-ph) #Biomedical and Engineering Education #Computers and Society (cs.CY) #Digital Transformation in Industry #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)
- Increasing Performance And Sample Efficiency With Model-agnostic Interactive Feature Attributions
2023/06/28 by Michiels, Joran, De Vos, Maarten, Suykens, Johan · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital
2024/03/19 by Jingwei Zhang, Lauren Swinnen, Zhang, Jingwei +49 · 1 citation
Engineering · Neuroscience · Physics and Astronomy · #Atomic and Subatomic Physics Research #EEG and Brain-Computer Interfaces #FOS: Electrical engineering #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering