2022

  • Delvigne, Victor, et al. “Spatio-Temporal Analysis of Transformer based Architecture for Attention Estimation from EEG” 2022 26th International Conference on Pattern Recognition (ICPR). IEEE, 2022. paper
  • Delvigne, Victor, et al. “Towards the use of self-supervised learning for EEG analysis” Meeting in Signal and Image Processing in Neuroscience, GdR ISIS, Paris, France, May 2022. abstract slides
  • Delvigne, Victor, et al. “Where Is My Mind (Looking at)? A Study of the EEG–Visual Attention Relationship." Informatics. Vol. 9. No. 1. MDPI, 2022. paper
  • Delvigne, Victor, et al. “A Saliency based Feature Fusion Model for EEG Emotion Estimation” 2022 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 2022.. paper

2021

  • Delvigne, Victor, et al. “PhyDAA: Physiological Dataset Assessing Attention.” IEEE Transactions on Circuits and Systems for Video Technology (2021). paper

2020

  • Delvigne, Victor, et al. “Attention Estimation in Virtual Reality with EEG based Image Regression." 2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR). IEEE, 2020. paper
  • Delvigne, Victor, et al. “VERA: Virtual Environments Recording Attention." 2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH). IEEE, 2020. Best Paper Award paper
  • Delvigne, Victor, et al. “An innovative Neurofeedback for children with ADHD using Virtual Reality." 4th HBP Student Conference on Interdisciplinary Brain Research. 2020. paper

2019

  • Patino Lopez, Jonathan Rafael, Yu, Thomas, Delvigne, Victor et al. “DWI Simulation-Assisted Machine Learning Models for Microstructure Estimation." Computational Diffusion MRI. MICCAI Workshop, Shenzhen, China, October 2019. Springer Nature, 2020. paper