Kullback-Leibler Proximal Variational Inference. - Mohammad E. Khan; Pierre Baqué; François Fleuret; Pascal Fua (NIPS, 2015)

A provably convergent alternating minimization method for mean field inference. - Pierre Baqué; Jean-Hubert Hours; François Fleuret; Pascal Fua (CoRR, 2015)

Principled Parallel Mean-Field Inference for Discrete Random Fields. - Pierre Baqué; Timur M. Bagautdinov; François Fleuret; Pascal Fua (CVPR, 2016)

Multi-modal Mean-Fields via Cardinality-Based Clamping. - Pierre Baqué; François Fleuret; Pascal Fua (CVPR, 2017)

Deep Occlusion Reasoning for Multi-camera Multi-target Detection. - Pierre Baqué; François Fleuret; Pascal Fua (ICCV, 2017)

The WILDTRACK Multi-Camera Person Dataset. - Tatjana Chavdarova; Pierre Baqué; Stéphane Bouquet; Andrii Maksai; Cijo Jose; Louis Lettry; Pascal Fua; Luc Van Gool; François Fleuret (CoRR, 2017)

WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection. - Tatjana Chavdarova; Pierre Baqué; Stéphane Bouquet; Andrii Maksai; Cijo Jose; Timur M. Bagautdinov; Louis Lettry; Pascal Fua; Luc Van Gool; François Fleuret (CVPR, 2018)

Geodesic Convolutional Shape Optimization. - Pierre Baqué; Edoardo Remelli; François Fleuret; Pascal Fua (ICML, 2018)

Mean-Field methods for Structured Deep-Learning in Computer Vision. - Pierre Baqué (2018)

NeuralSampler: Euclidean Point Cloud Auto-Encoder and Sampler. - Edoardo Remelli; Pierre Baqué; Pascal Fua (CoRR, 2019)

MeshSDF: Differentiable Iso-Surface Extraction. - Edoardo Remelli; Artem Lukoianov; Stephan R. Richter; Benoît Guillard; Timur M. Bagautdinov; Pierre Baqué; Pascal Fua (NeurIPS, 2020)

Masksembles for Uncertainty Estimation. - Nikita Durasov; Timur M. Bagautdinov; Pierre Baqué; Pascal Fua (CVPR, 2021)

DeepMesh: Differentiable Iso-Surface Extraction. - Benoît Guillard; Edoardo Remelli; Artem Lukoianov; Stephan R. Richter; Timur M. Bagautdinov; Pierre Baqué; Pascal Fua (CoRR, 2021)

HybridSDF: Combining Free Form Shapes and Geometric Primitives for effective Shape Manipulation. - Subeesh Vasu; Nicolas Talabot; Artem Lukoianov; Pierre Baqué; Jonathan Donier; Pascal Fua (CoRR, 2021)

HybridSDF: Combining Deep Implicit Shapes and Geometric Primitives for 3D Shape Representation and Manipulation. - Subeesh Vasu; Nicolas Talabot; Artem Lukoianov; Pierre Baqué; Jonathan Donier; Pascal Fua (3DV, 2022)

DeepMesh: Differentiable Iso-Surface Extraction. - Benoît Guillard; Edoardo Remelli; Artem Lukoianov; Pierre Yvernay; Stephan R. Richter; Timur M. Bagautdinov; Pierre Baqué; Pascal Fua (IEEE Trans. Pattern Anal. Mach. Intell., 2024)