valeo.ai — AI research for autonomous driving
valeo.ai is an international research team based in Paris, working at the intersection of computer vision, AI, and autonomous driving. We publish at top venues (see our papers), release open-source code, collaborate with leading academic labs, and shape the AI future of Valeo.
The team is led by Director Matthieu Cord and Deputy Director Andrei Bursuc.
Research
All research axes →
News
View all news →| May 2026 | Multiple outstanding reviewer awards from the team and alumni! Congrats Quan, David, Nermin, Tetiana, Yihong, and alumni Gilles, Shashank, Florent, Björn! |
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| Apr 2026 | Marc Lafon is awarded with the 2026 AFRIF PhD award |
| Apr 2026 | One paper accepted at ACL Findings 2026: DRIV-EX. |
| Apr 2026 | The 2026 cohort of interns has joined us. Welcome Luiz, Marlone, Stéphane, and Victor! |
| Mar 2026 | Victor Letzelter defends his PhD entitled “Multiple Choice Learning from Ambiguous Signals”. |
| Mar 2026 | Renaud Marlet and Andrei Bursuc are recognized as serial outstanding reviewers at major computer vision conferences. |
Featured work
All publications →
CVPR 2026Highlight
NAF: Zero-Shot Feature Upsampling via Neighborhood Attention Filtering
3DV 2026oral
LOSC: LiDAR Open-voc Segmentation Consolidator
NeurIPS'25 CCFM Workshop and TMLR 2026outstanding paper award
IPA: An Information-Preserving Input Projection Framework for Efficient Foundation Model Adaptation
TMLR 2026Featured Certification
GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers
IV 2025oral
LiDPM: Rethinking Point Diffusion for Lidar Scene Completion
IROS 2025oral
Tracking-Aware Deformation Field Estimation for Non-rigid 3D Reconstruction in Robotic Surgeries
