Concepedia

Benoît Guillard

BG

4

Publications

86

Citations

4

H-Index

2020

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Intel (United States)

Benoît Guillard is an author at École Polytechnique Fédérale de Lausanne specializing in natural sciences, geometric modeling, and deep learning.

Top concepts

EngineeringDeep LearningMachine VisionComputer VisionComputer ScienceMachine LearningNatural SciencesGeometry Modeling3D Computer VisionComputer-aided Design

Publications per year

2020–2024

4

Publications

4

DrapeNet: Garment Generation and Self-Supervised Draping

Luca De Luigi, Ren Li, Benoît Guillard et al. · 2023 · 35 citations · Full text

Geometric Learning, Engineering, Machine Learning +22

MeshSDF: Differentiable Iso-Surface Extraction

Edoardo Remelli, Artem Lukoianov, S. Richter et al. · arXiv (Cornell University) · 2020 · 22 citations · Full text

Geometric Learning, Engineering, Machine Learning +20

Learning to Simulate Realistic LiDARs

Benoît Guillard, Sai Vemprala, Jayesh K. Gupta et al. · 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 2022 · 18 citations · Full text

Engineering, Machine Learning, 3D Modeling +26

DeepMesh: Differentiable Iso-Surface Extraction

Benoît Guillard, Edoardo Remelli, Artem Lukoianov et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 11 citations

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