Research
My main research interest is image generative modeling, mainly deep learning methods for image modeling and imaging inverse problems.
I used to mainly to study of textures, from the theoretical analysis of stochastic image models to the development of new texture synthesis algorithms.
Hence my research works are at the intersection of image processing, applied probability, computer graphics, and machine learning.
For more details, see my publications page.
News
Current and former students (PhD, Post-Docs, engineers)
I have the chance to advise or have advised the following students:
Current students (PhD, Post-Docs, engineers)
Former students (PhD, Post-Docs, engineers)
- Lara Raad (Post-Doc, 2020-2021, at Telecom Paris)
co-advised with
Yann Gousseau, now assistant professor at Universidad de la Republica, Montevideo.
- Valentin De Bortoli (Ph.D., 2017-2020 at ENS Paris Saclay),
co-advised with Agnès Desolneux and
Arthur Leclaire,
now research scientist at Google Deepmind.
- Claire Launay (Ph.D., 2016-2020, at Université Paris Descartes),
co-advised with Agnès Desolneux,
now ass. professor at Université Bretagne Sud.
- Jorge Gutierrez (Ph.D., 2016-2020, at Polytechnique Montréal),
co-advised with Thomas Hurtut
and Julien Rabin,
now postdoctoral researcher in Saint Louis, USA.
-
Noura Faraj (Research Engineer, 2016-2017, at Université Paris Descartes),
co-advised with Julie Delon,
now assistant professor at Université de Montpellier.
-
Alasdair Newson (Post-Doc, 2015-2016, at Université Paris Descartes),
co-advised with Julie Delon,
now assistant professor at Télécom ParisTech.
-
Arthur Leclaire (PhD, 2011-2015, at Université Paris Descartes),
(unofficially) co-advised with Lionel Moisan,
now ass. professor at Telecom Paris.