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I am a professor in the Computer Science department at Ecole Polytechnique in France, and a Visiting Researcher at Google DeepMind. At Ecole Polytechnique, I am a member of the GeomeriX team. My current research is supported by my ERC Consolidator Grant: VEGA.
My work is primarily related to geometric (3D) shape analysis with emphasis on Deep Learning for non-rigid shape comparison and processing. In the past, I have worked on a range of topics including shape classification and retrieval, non-rigid shape-matching, comparison, denoising and symmetry detection especially on 3D point cloud and triangle mesh data. I'm also very interested in Computer Graphics and Computer Vision in general, as well as applications of Deep Learning for scientific discovery. You can find some of my work on the Publications page.
Recent News
February 2025
Our paper Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces
with Souhail Hadgi, Luca Moschella, Andrea Santilli, Diego Gomez, Qixing Huang, Emanuele Rodolà and Simone Melzi has been accepted at CVPR 2025.
January 2025
Our paper AtomSurf: Surface Representation for Learning on Protein Structures
with Vincent Mallet, Yangyang Miao, Souhaib Attaiki, and Bruno Correia has been accepted at ICLR 2025.
December 2024
Our paper FourieRF: Few-Shot NeRFs via Progressive Fourier Frequency Control
with Diego Gomez and Bingchen Bong has been accepted at 3DV 2025.
November 2024
Our paper Smoothed Graph Contrastive Learning via Seamless Proximity Integration
with Maysam Behmanesh has been accepted at Learning on Graphs Conference 2024.
I'm currently accepting applications for PhD positions via the ELLIS PhD program portal. Please apply there if you are interested in joining our group.
October 2024
Souhaib Attaiki a student from our group, just defended his PhD dissertation entitled Robust Deep Learning-based Methods for Non-Rigid Shape Correspondence
. Congratulations to Souhaib!
Our paper GANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space
with Souhaib Attaiki, Paul Guerrero, Duygu Ceylan and Niloy Mitra has been accepted at WACV 2025.
I'm happy and honored to join Google DeepMind as a Visiting Research Scientist.