Présentation
09:30-09:40 OPENING
Alain Fuchs, President of Université PSL
09:40-10:50 SESSION I
Moderator: Gabriel Peyré
09:40-10:15 Francis Bach, Research Director Inria, ENS, member of Académie des Sciences
“An alternative view of denoising diffusion models”
10:15-10:50 Stéphane Mallat, Prof. Collège de France, member of Académie des Sciences
“Approximation and generalisation of image generation by denoising score matching”
10:50-11:10 Coffee Break
11:10-12:40 SESSION II
Moderator: Justine Cassell
11:10-11:30 Virginie Do, 2023 laureate of L’Oréal-Unesco Young French Talent Award for Women in Science
“Fairness in recommender systems: Insights from social choice”
11:30-12:05 Giulio Biroli, Prof. École normale supérieure – PSL
“Dynamical Regimes of Diffusion Models”
12:05-12:40 Michael Jordan, Research director at INRIA, member of the US National Academy of Sciences, and Foreign Member of the Royal Society
“An Alternative View on AI: Collaborative Learning, Incentives, and Economic Tradeoffs”
12:40-13:40 Lunch
13:40-15:45 SESSION III
Moderator: Stéphanie Allassonnière
13:40-14:15 Judith Rousseau, Prof. Université Paris Dauphine-PSL
“Bayesian nonparametric manifold learning” (joint talk with Paul Rosa, PhD student University of Oxford)
14:15-14:50 Daniel Cremers, Director of the Munich Center for Machine Learning and Chair of Computer Vision and Artificial Intelligence at TU Munich, member of the Bavarian Academy of Sciences
“3D Computer Vision for Dynamic Scene Understanding”
14:50-15:25 Cordelia Schmid, Research Director Inria, member of the German Leopoldina Academy of Sciences
“Advances in Dense Video Captioning, Vision-Guided Navigation and Robot Manipulation”
15:25-15:45 Céline Beji, Université Paris Cité, 2023 laureate of i-PhD BPI France
“Causal inference for the prescription of personalised cancer treatments”
15:45-16:05 Coffee break
16:05-17:50 SESSION IV
Moderator: Jean-Baptiste Masson
16:05-16:40 Julia Kempe, Prof. NYU, Visiting Prof. École normale supérieure – PSL, Meta AI
“Synthetic Data – Friend or Foe in the Age of Scaling?”
16:40-17:15 Marc Raibert, Executive director of The AI Institute and founder of Boston Dynamics
“Making Robots Smarter in Body in Mind”
17:15-17:50 Yann LeCun, Vice-President and Chief AI Scientist META AI, Prof. NUY, member of the US National Academy of Sciences, member of the Académie des Sciences, 2018 ACM Turing Award Laureate