Deep Learning for Hand Gesture Recognition on Skeletal Data. - Guillaume Devineau; Fabien Moutarde; Wang Xi; Jie Yang (FG, 2018)

Coupled Longitudinal and Lateral Control of a Vehicle using Deep Learning. - Guillaume Devineau; Philip Polack; Florent Altché; Fabien Moutarde (ITSC, 2018)

Generative Model for Skeletal Human Movements Based on Conditional DC-GAN Applied to Pseudo-Images. - Wang Xi; Guillaume Devineau; Fabien Moutarde; Jie Yang (Algorithms, 2020)

Deep learning for multivariate time series : from vehicle control to gesture recognition and generation. (Apprentissage profond pour les séries temporelles multivariées : contrôle de véhicule autonome, reconnaissance de gestes et génération de mouvement). - Guillaume Devineau (2020)

Game State and Spatio-Temporal Action Detection in Soccer Using Graph Neural Networks and 3D Convolutional Networks. - Jérémie Ochin; Guillaume Devineau; Bogdan Stanciulescu; Sotiris Manitsaris (ICPRAM, 2025)