A Mixed-Effects Model with Time Reparametrization for Longitudinal Univariate Manifold-Valued Data. - Jean-Baptiste Schiratti; Stéphanie Allassonnière; Alexandre Routier; Olivier Colliot; Stanley Durrleman (IPMI, 2015)

Learning spatiotemporal trajectories from manifold-valued longitudinal data. - Jean-Baptiste Schiratti; Stéphanie Allassonnière; Olivier Colliot; Stanley Durrleman (NIPS, 2015)

Statistical Learning of Spatiotemporal Patterns from Longitudinal Manifold-Valued Networks. - Igor Koval; Jean-Baptiste Schiratti; Alexandre Routier; Michael Bacci; Olivier Colliot; Stéphanie Allassonnière; Stanley Durrleman (MICCAI (1), 2017)

A Bayesian Mixed-Effects Model to Learn Trajectories of Changes from Repeated Manifold-Valued Observations. - Jean-Baptiste Schiratti; Stéphanie Allassonnière; Olivier Colliot; Stanley Durrleman (J. Mach. Learn. Res., 2017)

An Ensemble Learning Approach to Detect Epileptic Seizures from Long Intracranial EEG Recordings. - Jean-Baptiste Schiratti; Jean-Eudes Le Douget; Michel Le Van Quyen; Slim Essid; Alexandre Gramfort (ICASSP, 2018)

Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images. - Kathryn Schutte; Olivier Moindrot; Paul Hérent; Jean-Baptiste Schiratti; Simon Jégou (CoRR, 2021)