Current PhD students
- G Levillain, Identification of probability densities from data by a maximum entropy neural network, September 2022, September 2025 (70% P Beaurepaire, Institut Pascal)
- D Benhaddouche, Machine Learning for Structural Health Monitoring, September 2021-September 2024 (70% A Chateauneuf, CIFRE CIDECO)
- GM Cherchi, Analysis of latent space in Deep generative models and its applications to polymer dynamics, September 2021-September 2024 (ICCF/LMBP/Michelin, A Dequidt 50%, N Martzel 20%)
Past PhD students
- M Giannoulis, Deep Learning Analysis of multiple probe sensor networks to assess risk scenario’s at volcanic hydrothermal ecosystems, January 2021-December 2023 (LMV, 50% A Harris)
- A El Kaid, Pose estimation from monocular images using Deep Learning, october 2019 - December 2023 (50% K Baina, Rabat, Marroco, CIFRE Pryntec)
- L Vaslin, Search for New Physics in the ATLAS experiment using semi-supervised or unsupervised Machine Learning techniques, October 2019-September 2022 (LPC, 70% J Donini )
- K Le Cornec, Multimodal deep learning, september 2017 - November 2020
- A Ben Abbess : Spatiotemporal satellite image analysis - september 2013 - december 2016. (50% R Farah, ENSI Tunis)
- N Settouti, Semi supervised classification of medical data, septembre 2013- may 2016. (50% M Chick, Univ. Tlemcen)
- G Garcia, A software approach for the study of dyslexia, september 2011 – december 2015
- M Bombrun, High temporal thermal imaging of volcanic plumes, september 2012 - october 2015. (50% A Harris, LMV)
- H Ben Touhami, Bayesian calibration and data mining for the study of climate changes, september 2011 – march 2014. (50% G Bellocchi , INRA)
- C Haen, SysEx: an expert system for System Administration, september 2010 - october 2013
- H Essid, Hybrid spatiotemporal models for the study of satellite images, september 2009 - december 2012. (50% R Farah, ENSI Tunis)
- T Penne, Video tracking, september 2008 - october 2011 (50% C Tilmant , Univ Blaise Pascal)
- S Luquet, Transcranial magnetic stimulation, september 2005 - december 2009
- JM Favreau, Some tools for surface unfolding, september 2006 - october 2009
- J Montagner, Multimodal fusion for the targeting and the quantification of cerebral structures and actitities, september 2001 - december 2004
- E Frenoux, Data fusion in brain image processing. Applications and validations, september 2000 - 17 december 2003