Search Results for author: Pierre Baqué

Found 6 papers, 1 papers with code

HybridSDF: Combining Deep Implicit Shapes and Geometric Primitives for 3D Shape Representation and Manipulation

no code implementations22 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.

3D Shape Representation

A provably convergent alternating minimization method for mean field inference

no code implementations20 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.

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