no code implementations • 22 Sep 2021 • Subeesh Vasu, Nicolas Talabot, Artem Lukoianov, Pierre Baqué, Jonathan Donier, Pascal Fua
Deep implicit surfaces excel at modeling generic shapes but do not always capture the regularities present in manufactured objects, which is something simple geometric primitives are particularly good at.
no code implementations • 28 Jul 2017 • Tatjana Chavdarova, Pierre Baqué, Stéphane Bouquet, Andrii Maksai, Cijo Jose, Louis Lettry, Pascal Fua, Luc van Gool, François Fleuret
People detection methods are highly sensitive to the perpetual occlusions among the targets.
2 code implementations • ICCV 2017 • Pierre Baqué, François Fleuret, Pascal Fua
People detection in single 2D images has improved greatly in recent years.
Ranked #8 on Multiview Detection on MultiviewX
no code implementations • CVPR 2017 • Pierre Baqué, François Fleuret, Pascal Fua
Mean Field inference is central to statistical physics.
no code implementations • CVPR 2016 • Pierre Baqué, Timur Bagautdinov, François Fleuret, Pascal Fua
Mean-field variational inference is one of the most popular approaches to inference in discrete random fields.
no code implementations • 20 Feb 2015 • Pierre Baqué, Jean-Hubert Hours, François Fleuret, Pascal Fua
Mean-Field is an efficient way to approximate a posterior distribution in complex graphical models and constitutes the most popular class of Bayesian variational approximation methods.