Torch-Points3D: A Modular Multi-Task Framework for Reproducible Deep Learning on 3D Point Clouds. - Thomas Chaton; Nicolas Chaulet; Sofiane Horache; Loïc Landrieu (3DV, 2020)

Automatic clustering of Celtic coins based on 3D point cloud pattern analysis. - Sofiane Horache; Jean-Emmanuel Deschaud; François Goulette; Katherine Gruel; Thierry Lejars (CoRR, 2020)

Torch-Points3D: A Modular Multi-Task Frameworkfor Reproducible Deep Learning on 3D Point Clouds. - Thomas Chaton; Nicolas Chaulet; Sofiane Horache; Loïc Landrieu (CoRR, 2020)

3D Point Cloud Registration with Multi-Scale Architecture and Unsupervised Transfer Learning. - Sofiane Horache; Jean-Emmanuel Deschaud; François Goulette (3DV, 2021)

Riedones3D: a Celtic Coin Dataset for Registration and Fine-grained Clustering. - Sofiane Horache; Jean-Emmanuel Deschaud; François Goulette; Katherine Gruel; Thierry Lejars; Olivier Masson (GCH, 2021)

3D Point Cloud Registration with Multi-Scale Architecture and Self-supervised Fine-tuning. - Sofiane Horache; Jean-Emmanuel Deschaud; François Goulette (CoRR, 2021)

Comparaison de motifs sur des nuages de points 3D et application sur des monnaies et objets celtiques. (Pattern comparison on 3D point clouds and practical use on celtic coins and artifacts). - Sofiane Horache (2022)