CSC_53431_EP – Analysis and Deep Learning on Geometric Data

Teaching Assistant, École Polytechnique
(Fall 2024, Master’s course)

This course introduces students to advanced topics in modern geometric 3D data analysis, focusing on both mathematical foundations and deep learning methods for geometric data.

Objectives

• Mathematical foundations: discrete differential geometry, mapping, and optimization.
• Deep learning approaches for high-performing geometric data analysis.
• Applications to 3D shape analysis, correspondence, and parametrization.