We are an international team based in Paris, conducting AI research for Valeo automotive applications, in collaboration with world-class academics. Our main research is towards better, clearer & safer automotive AI.
Find out more about our research here!
Find out more about our research here!
Research axes
Multi-sensor scene understanding
Data & annotation efficient learning
Robust, reliable and explainable models
News
| Mar 2025 | Two papers accepted at CVPR 2025: PerReg and FUTURIST, with available code |
|---|---|
| Feb 2025 | We release VaViM and VaVAM: Autonomous Driving through Video Generative Modeling, with available code and model weights. |
| Feb 2025 | Ellington Kirby starts as Research Engineer |
| Jan 2025 | One paper accepted at ICRA 2025: Annealed Winner-Takes-All for Motion Forecasting, with available code. |
| Jan 2025 | Five papers accepted at ICLR 2025: LLM-wrapper, Halton Scheduler for MaskGIT, Neural Solver for Parametric PDE, ToddlerDiffusion, and MOCA. |
| Jan 2025 | Matthieu Cord gives invited talks at the Trustworthy AI Symposium, organized by Criteo AI Labs. |
| Jan 2025 | One paper accepted in IJCV: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation |
| Jan 2025 | Anh-Quan Cao starts as Research Scientist |
| Dec 2024 | Yuan Yin starts as Research Scientist |
| Nov 2024 | We have four research internship openings for 2025 |
| Nov 2024 | One paper accepted at 3DV 2025: UNIT, with available code |
| Nov 2024 | Spyros Gidaris is a top reviewer at NeurIPS 2024 |
| Sep 2024 | Seven papers accepted at NeurIPS 2024: FUNGI, ManiPose, aMCL, LMM Concept Explainability, DiffCut, Implicit Multimodal Alignment, GEPS. Some of them already have available code |
| Sep 2024 | A large part of the team participates to ECCV 2024. We will present 5 papers in the main conference, 4 workshop papers, 2 tutorials, 1 workshop, 1 challenge. See you in Milan! |
| Sep 2024 | Björn and Corentin are outstanding reviewers at ECCV 2024 |
| Sep 2024 | Shashanka Venkataramanan gives an invited talk at Jagiellonian University, Krakow, Poland, on “Learning Strong Image Encoders from one Video” |
| Aug 2024 | Salma Galaaoui starts as PhD student |
| Jul 2024 | One paper accepted at IEEE TIP: Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression |
| Jul 2024 | Elias Ramzi starts as research scientist |
| Jun 2024 | The team wins the Argoverse 2 “Unified Detection, Tracking and Forecasting” challenge, held at CVPR WAD 2024. |
