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CV
Publications
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List of Publications
2024
1-Lipschitz Neural Distance Fields
Guillaume Coiffier, Louis Béthune
Symposium on Geometry Processing 2024
🏆 Best Paper Award
pdf
doi
supplemental
code
2023
PhD Thesis: Global Parametrization Algorithms for Quadmeshing
Université de Lorraine
pdf
The Method of Moving Frames for Surface Parametrization
Guillaume Coiffier, Etienne Corman
Transaction on Graphics
pdf
doi
supplemental
code
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
Louis Béthune, Paul Novello, Thibaut Boissin, Guillaume Coiffier, Mathieu Serrurier, Quentin Vincenot, Andres Troya-Galvis
Proceedings of the 40th International Conference on Machine Learning (ICML 2023)
web
pdf
doi
code
2021
Parametric Surface Fitting on Airborne Lidar Point Clouds for Building Reconstruction
Guillaume Coiffier, Justine Basselin, Nicolas Ray, Dmitry Sokolov
Computer-Aided Design
pdf
doi
ThriftyNets: Convolutional Neural Networks With Tiny Parameter Budget
Guillaume Coiffier, Ghouthi Boukli Hacene, Vincent Gripon
IoT
pdf
doi
code
2020
3D Geological Image Synthesis from 2D Examples using Generative Adversarial Networks
Guillaume Coiffier, Philippe Renard, Sylvain Lefebvre
Frontiers in Water
web
doi
supplemental
code
