Thursday, October 18

9:00 : Emmanuel Faure - IRIT - CNRS - Université de Paul Sabatier

PDF - Opening - Toulouse Symposium on Deep Learning

9:10 : Jean-Marc Alliot - IRIT - CNRS - Université de Paul Sabatier

PDF - Centre International de Mathématiques et d'Informatique de Toulouse

9:15 : Nicholas Asher - Université Fédérale de Toulouse Midi Pyrénées

PDF - Artificial and Natural Intelligence Toulouse Institute

9:30 : Marc Schoenauer - TAU, CNRS - INRIA - LRI - UP-Sud et CNRS, Université Paris-Saclay - France

PDF - A brief introduction to AI and Deep Learning

10:00 : Michèle Sebag - TAU, CNRS - INRIA - LRI - Université Paris Sud - France

PDF - Domain Adaptation

11:00 : Emmanuel Dupoux - EHESS - Facebook AI Research - Paris - France

PDF - 6 reasons why AI needs cognition

11:30 : Pierre-Yves Oudeyer - INRIA - FLOWERS - Bordeaux - France

Developmental Autonomous Learning: can a Machine Learn like a Child?

12:00 : Thomas Schiex - INRA - MIAT - Toulouse - France

PDF - How logic can analyze neural networks

12:30 : Lunch

14:00 : Matthijs Douze - Facebook AI Research - Paris - France

PDF - Similarity search for weakly supervised Machine Learning

14:30 : Romuald Josien - NVIDIA - France

PDF - GPU Computing Trends

15:00 : François Courteille - NVIDIA - France

PDF - Deep Learning and Challenges of Scale

16:00 : Rémi Munos - Google Deep Mind - Paris - France

PDF - Distributional Reinforcement Learning

16:30 : Viorica Patraucea - Google Deep Mind - Cambridge - England

PDF - Massively Parallel Video Networks

17:00 : Sander Dieleman - Google Deep Mind - Cambridge - England

PDF - Generating music in the raw audio domain