Projet de recherche doctoral numero :5464

Description

Date depot: 23 novembre 2018
Titre: Representation Learning for Multiview Data
Directeur de thèse: Ludovic DENOYER (Facebook)
Domaine scientifique: Sciences et technologies de l'information et de la communication
Thématique CNRS : Non defini

Resumé: Imagine you are asked to answer the following questions. How can we design a computer-aided diagnosis tool for neurological disorders from multiple brain images acquired with different medical imaging devices? How can a computer identify the emotion felt by a person from his/her face and voice? How can such tools remain efficient when the data quality is poor or with missing data? This thesis aims at addressing these questions from the representation learning point of view.

Doctorant.e: Chen Mickael