Pierre Baqué

According to our database, Pierre Baqué authored at least 15 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

Proceedings of the International Conference on 3D Vision, 2022

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

DeepMesh: Differentiable Iso-Surface Extraction.

Benoît Guillard, Edoardo Remelli, Artem Lukoianov, Stephan R. Richter, Timur M. Bagautdinov, Pierre Baqué, Pascal Fua

CoRR, 2021

Masksembles for Uncertainty Estimation.

Nikita Durasov, Timur M. Bagautdinov, Pierre Baqué, Pascal Fua

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

MeshSDF: Differentiable Iso-Surface Extraction.

Edoardo Remelli, Artem Lukoianov, Stephan R. Richter, Benoît Guillard, Timur M. Bagautdinov, Pierre Baqué, Pascal Fua

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

NeuralSampler: Euclidean Point Cloud Auto-Encoder and Sampler.

Edoardo Remelli, Pierre Baqué, Pascal Fua

CoRR, 2019

2018

Mean-Field methods for Structured Deep-Learning in Computer Vision.

Pierre Baqué

PhD thesis, 2018

Geodesic Convolutional Shape Optimization.

Pierre Baqué, Edoardo Remelli, François Fleuret, Pascal Fua

Proceedings of the 35th International Conference on Machine Learning, 2018

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

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

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

Deep Occlusion Reasoning for Multi-camera Multi-target Detection.

Pierre Baqué, François Fleuret, Pascal Fua

Proceedings of the IEEE International Conference on Computer Vision, 2017

Multi-modal Mean-Fields via Cardinality-Based Clamping.

Pierre Baqué, François Fleuret, Pascal Fua

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Principled Parallel Mean-Field Inference for Discrete Random Fields.

Pierre Baqué, Timur M. Bagautdinov, François Fleuret, Pascal Fua

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

A provably convergent alternating minimization method for mean field inference.

Pierre Baqué, Jean-Hubert Hours, François Fleuret, Pascal Fua

CoRR, 2015

Kullback-Leibler Proximal Variational Inference.

Mohammad E. Khan, Pierre Baqué, François Fleuret, Pascal Fua

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015