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
| Nov 2024 | One paper accepted at 3DV 2025: UNIT, with available code |
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| 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” |
| Sep 2024 | Sushil Sharma starts as research intern |
| 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. |
| Jun 2024 | Tuan-Hung Vu gives an invited talk at GDR IASIS on “Language-guided Adaptation and Generalization in Semantic Segmentation” |
| Jun 2024 | Shashanka Venkataramanan starts as research scientist |
| May 2024 | Laura Calem and Léon Zheng defend their PhD at CNAM and ENS Lyon respectively |
| May 2024 | One paper accepted at IJCV: Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey |
| May 2024 | Yihong participates to ICRA 2024 in Okinawa, Japan. He presents Towards Motion Forecasting with Real-World Perception Inputs |
| May 2024 | Gilles Puy is an outstanding reviewer at CVPR 2024 |
| May 2024 | Yuan Yin is awarded with the honorable runner-up prize for the best PhD thesis in AI in 2024, granted by the French Association on AI (AFIA) |
| Apr 2024 | Seven researchers from the team serve as reviewers for ECCV. Andrei, Oriane, and Renaud serve as Area Chairs |
| Mar 2024 | Björn, Corentin, Sophia, and Tetiana participate to the FOMO Winter School on Foundation Models, in Amsterdam. |
