Louis Martinez

PhD student

I am an incoming PhD student co-advised by Prof. Vincent Lepetit (IMAGINE) and Maks Ovsjanikov (LIX), working on scene understanding and articulated object modeling. Prior to this, I graduated from Télécom Paris and MVA Master's program at ENS Paris-Saclay. My research interests include geometric deep learning, 3D representation learning, and their applications to dynamic scenes and motion modeling.

News

04/2026

FILTR has been accepted to CVPR 2026 as an oral presentation!

04/2025

I am joining the LIX as a research intern, advised by Prof. Maks Ovsjanikov

10/2024

I have started the MVA (Mathematics, Vision, Learning) M2 program at ENS Paris-Saclay

Publications

Preview image for the publication FILTR: Extracting Topological Features from Pretrained 3D Models

FILTR: Extracting Topological Features from Pretrained 3D Models

Geometric Deep Learning Representation Learning Topology

Louis Martinez, Maks Ovsjanikov

CVPR 2026 (Oral)

Preview image for the publication Coupling Agent-Based Simulations with VR Universes: the Case of GAMA and Unity

Coupling Agent-Based Simulations with VR Universes: the Case of GAMA and Unity

Agent-Based Modeling Virtual Reality

Alexis Drogoul, Patrick Taillandier, Arthur Brugière, Louis Martinez, Léon Sillano, Baptiste Lesquoy, Huynh Q. Ngi

SIMULTECH 2024