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Presentation Slides

Introduction to deep learning Download
Code Torch7 for the introduction Download
Likelihood-based and Likelihood-free Unsupervised LearningLien github

Practical Information

Location

Building Institut Optique Graduate School, Room D03, ground floor, Campus Manufacture, Saint-Etienne

Speakers

Julien Tissier

Christophe Ducottet

I'm currently full professor at Saint-Etienne University and leader of the team Image analysis and understanding in Laboratoire Hubert Curien. My research interests concerns:
  • Feature Extraction
  • Edge detection
  • Image Representation
  • Image Classification and Retrieval
  • Optical Imaging, Digital Holography
  • Flow visualization, Fluid Mechanics Imaging
Maître de Conférences (HDR) at INSA de Lyon & LIRIS Research interests:
  • Vision and humans : gestures, activities, pose
  • Deep learning
  • Structured models (graphs and structured prediction)
Remi Emonet

Rémi Emonet

Associate professor at Jean Monnet University since 2013. His research at Laboratoire Hubert Curien is on Machine Learning applied to Computer Vision, with focuses on representation learning (metric learning, deep learning), unsupervised learning and temporal aspects.
Damien Fourure

Damien Fourure

PhD Student under the supervision of Alain Tremeau from the Hubert Curien Laboratory (Jean Monnet University) and Christian Wolf from the LIRIS (INSA-Lyon).

Thesis topic : "Learning representations of 3D and temporal data for outdoor scenes analysis".
Bastien Moysset

Bastien Moysset

PhD Student under the supervision of Christian Wolf from the LIRIS (INSA-Lyon) and Jérôme Louradour from A2iA.

Thesis topic : "Detection, localization and typing of text in heterogeneous document images with deep neural networks".
Julien Tissier

Julien Tissier

PhD Student under the supervision of Christophe Gravier and Amaury Habrard from the Hubert Curien Laboratory (Jean Monnet University).

Thesis topic : "Apprentissage de représentations binaires de similarités sémantiques sous contraintes".
Julien Tissier

Christian Wolf

Maître de Conférences (HDR) at INSA de Lyon & LIRIS
Research interests:
  • Vision and humans : gestures, activities, pose
  • Deep learning
  • Structured models (graphs and structured prediction)