Research projects

Ongoing projects

DIF
ANR 2017-2020

Deep In France: Réseaux de neurones profonds pour l'apprentissage

In collaboration with LITIS, GREYC, Inria Grenoble, LIP6, I3S.

Project websiteIntroducting video
LIVES
ANR 2016-2019

Cross-view Learning: theory, algorithms and benchmarks

In collaboration with Ironova (Marseille), INT (Marseille), LIP6 (Paris), LHC (Saint Etienne),

Project website
MAD
ANR JCJC 2015-2018

Inpainting of missing audio data

In collaboration with Technicolor (Rennes), I2M (Marseille), IRIT (Toulouse), Institut Langevin (Paris).

Project website

Completed projects

SEE.4C
H2020-ICT 2016-2017

SpatiotEmporal ForEcasting: Coopetition to meet Current Cross-modal Challenges

In collaboration with Fraunhofer-Gesellschaft (Germany), Universitat de Barcelona (Spain), Réseau de Transport d'Électricité (France)

https://cordis.europa.eu/project/rcn/199868_en.html
PROGEST
GdR ISIS 2014-2017

Prolongement du geste pour la création musicale

In collaboration with gmem-CNCM-marseille.

Project website
GRETA
ANR 2012-2015

GREediness - Theory and Algorithms

In collaboration with I2M (Marseille), LITIS (Rouen).

Project website
LAMPADA
ANR 2009-2014

Learning Algorithms, Models an sPArse representations for structured DAta

In collaboration with Inria Lille Nord Europe (Lille), LHC (Saint Etienne), LIP6 (Paris).

Project website
FLAME
PEPS 2013

FunctionaL data Analysis in Machine lEarning

CAMPA
PEPS BMI 2013

Caractérisation Multimodale des déficits sensori-moteurs Post-AVC

PERCOL
ANR 2010-2013

Reconnaissance de personnes dans des contenus audiovisuels

In collaboration with LIF's TALEP team, France Telecom, LIFL, UAPV.

Project website
Videosense
ANR 2010-2013

Reconnaissance multimodale de concepts enrichis (statiques, dynamiques, émotionnels) dans des vidéos multilingue au travers de langages pivots

In collaboration with EURECOM (Sophia Antipolis), LIRIS (Lyon), LIG (Grenoble), Ghanni

ASAP
ANR 2009-2013

Statistical Learning with Deep Architectures

DECODA
ANR 2009-2013

Dépouillement de conversations de centres d’appels

In collaboration with LIF's TALEP team, RATP, Sonear, UAPV (Avignon)

Project website
EDyLex
ANR 2009-2013

Enrichissement Dynamique de Lexiques

In collaboration with UMR-I Alpage (Paris), LIMSI (Paris), companies Syllabs, Vocapia Research, agence France-Presse.

Project website
PASCAL & PASCAL 2
European Network of Excellence

Pattern Analysis, Statistical Modelling and Computational Learning.

Project website
SEQUIOA
ANR 2009-2012

Analyse syntaxique probabiliste à large couverture du français

In collaboration with LIF's TALEP team, Inria, Paris 4 University, AFCP.

Project website
Grabbr
Interdisciplinary CNRS program "Neuroinformatics and computational neurosciences" 2010-2011

GRAph-Based Brain Reading

BISOU
GdR ISIS 2010-2011

BiStochastic Optimization and mUltiple kernel learning

In collaboration with LATP (Marseille), LSS (Paris), IBISC (Evry).

Project website
ARA Marmota
ACI Masses de données 2005-2008

MAchine learning pRobabilistic MOdels Tree lAnguages

Project website
IsiBio
ACI IMPBio 2004-2007

Working group on Information Systems Integration in Biology

Genoto3D
ACI Masses de données 2003-2006

Apprentissage automatique appliqué à la prédiction de la structure tertiaire des protéines.

In collaboration with LORIA, IBCP, IRISA, LIRMM, INRA.

Project website
ISYMOD+
ACI IMPBio 2003-2006

Développement d’un système informatique de représentation et d’analyse des
processus biologiques.

Project website