Tom Monnier

Researcher, Facebook

Joined

May 2022

Names

Tom Monnier (Preferred)

Emails

****@enpc.fr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Facebook (facebook.com)

2023 – Present

PhD student

École des Ponts ParisTech (enpc.fr)

2020 – 2023

Advisors, Relations & Conflicts

Coauthor

Angjoo Kanazawa

2022 – 2023

Coauthor

Alexei A. Efros

2021 – 2023

PhD Advisor

Mathieu Aubry

2020 – 2023

Coauthor

Jean Ponce

2021 – 2022

Expertise

3D generation

2023 – Present

3D computer vision

2022 – Present

unsupervised learning

self-supervised learning

2020 – Present

3D reconstruction from a single image

inverse rendering

2021 – 2022

clustering

object discovery

unsupervised segmentation

2020 – 2021

document analysis

2020 – 2021

Publications

AutoPartGen: Autoregressive 3D Part Generation and Discovery
Minghao Chen, Jianyuan Wang, Roman Shapovalov, Tom Monnier, Hyunyoung Jung, Dilin Wang, Rakesh Ranjan, Iro Laina, Andrea Vedaldi
- NeurIPS 2025 poster
- Readers: Everyone
WildCAT3D: Appearance-Aware Multi-View Diffusion in the Wild
Morris Alper, David Novotny, Filippos Kokkinos, Hadar Averbuch-Elor, Tom Monnier
- NeurIPS 2025 poster
- Readers: Everyone
The Learnable Typewriter: A Generative Approach to Text Analysis.
Ioannis Siglidis, Nicolas Gonthier, Julien Gaubil, Tom Monnier, Mathieu Aubry
- 2024 International Conference on Document Analysis and Recognition (ICDAR)
- Readers: Everyone
PartGen: Part-level 3D Generation and Reconstruction with Multi-View Diffusion Models
Minghao Chen, Roman Shapovalov, Iro Laina, Tom Monnier, Jianyuan Wang, David Novotny, Andrea Vedaldi
- CVPR 2025
- Readers: Everyone
Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials
Yawar Siddiqui, Tom Monnier, Filippos Kokkinos, Mahendra Kariya, Yanir Kleiman, Emilien Garreau, Oran Gafni, Natalia Neverova, Andrea Vedaldi, Roman Shapovalov, David Novotny
- NeurIPS 2024 poster
- Readers: Everyone
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives
Tom Monnier, Jake Austin, Angjoo Kanazawa, Alexei A Efros, Mathieu Aubry
- NeurIPS 2023 poster
- Readers: Everyone
The Learnable Typewriter: A Generative Approach to Text Line Analysis
Ioannis Siglidis, Nicolas Gonthier, Julien Gaubil, Tom Monnier, Mathieu Aubry
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision
Antoine Guédon, Tom Monnier, Pascal Monasse, Vincent Lepetit
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Spatially-Consistent Feature Matching and Learning for Heritage Image Analysis
Xi Shen, Robin Champenois, Shiry Ginosar, Ilaria Pastrolin, Morgane Rousselot, Oumayma Bounou, Tom Monnier, Spyros Gidaris, François Bougard, Pierre-Guillaume Raverdy, Marie-Françoise Limon-Bonnet, Christine Benevent, Marc H. Smith, Olivier Poncet, K. Bender, Béatrice Joyeux-Prunel, Elizabeth Honig, Alexei A. Efros, Mathieu Aubry
- 2022 (modified: 02 Nov 2022)
- Int. J. Comput. Vis. 2022
- Readers: Everyone
Share with Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
Tom Monnier, Matthew Fisher, Alexei A. Efros, Mathieu Aubry
- 2022 (modified: 02 Nov 2022)
- ECCV (1) 2022
- Readers: Everyone

View all 16 publications

Co-Authors

View all 54 co-authors