Robin Magnet

Bio

Research

Code

I am a third year PhD student in computer vision at the LIX laboratory (GeoVic team) in the computer science department of École Polytechnique in France. I am working on analyzing the variability within collections of 3D shapes under the supervision of Maks Ovsjanikov. I have a master's degree in applied mathematics from Ecole Centrale Paris and a master's degree in Mathematics, Vision and Learning from ENS Paris-Saclay.

Email : rmagnet@lix.polytechnique.fr

My package PyFM has been released on PyPI in version 1.0.0.

Our paper Scalable and Simplified Functional Map Learning with Maks Ovsjanikov has been accepted at CVPR 2024.

I did a Research Scientist Internship at Meta Reality Labs in Pittsburgh

Our paper Assessing craniofacial growth and form without landmarks: A new automatic approach based on spectral methods with Kevin Bloch, Maxime Taverne, Simone Melzi, Maya Geoffroy, Roman H. Khonsari and Maks Ovsjanikov has been published in the Journal of Morphology.

Our paper Scalable and Efficient Functional Map Computations on Dense Meshes with Maks Ovsjanikov has been accepted at Eurographics 2023.

I starded a position of Teaching Assistant for class INF631 - Analysis and Deep Learning on Geometric Data (2022-2023) at Ecole Polytechnique

I starded a position of Teaching Assistant for class INF573 - Image Analysis and Computer Vision (2022-2023) at Ecole Polytechnique

Our paper Smooth Non-Rigid Shape Matching via Effective Dirichlet Energy Optimization with Jing Ren, Olga Sorkine-Hornung and Maks Ovsjanikov has been accepted at 3DV 2022 as an oral presentation

I starded a position of Teaching Assistant for class INF573 - Image Analysis and Computer Vision (2021-2022) at Ecole Polytechnique

Robin Magnet, Maks Ovsjanikov
Proc. International Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

Robin Magnet, Kevin Bloch, Maxime Taverne, Simone Melzi, Maya Geoffroy, Roman H. Khonsari, Maks Ovsjanikov
Journal of Morphology, 2023

Robin Magnet, Maks Ovsjanikov
Proc. Eurographics, 2023 (Oral)

Robin Magnet, Jing Ren, Olga Sorkine-Hornung, Maks Ovsjanikov
International Conference on 3D Vision (3DV), 2022 (Oral)
Best paper award

Robin Magnet, Maks Ovsjanikov
Proc. International Conference on Computer Vision (ICCV), 2021

Python bindings for functional maps related computations.

Some python wrappers for easier visualization using the meshplot package

Python bindings for Discrete Optimization and Smooth Discrete Optimization.