We are a research team on artificial intelligence for automotive applications working toward assisted and autonomous driving.

Paris, France
Joined December 2019
We’ll be @eccvconf next week to present our most recent research! We’ll present 3 papers in the main track & 2 papers in Workshops. We'll also speak in 2 workshops & 1 tutorial. Here is a quick overview on the works we’ll be presenting in Malmö #eccv2026 valeoai.github.io/posts/eccv…
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Adrien Ramanana Rahary stopped by our lab to talk about his exciting work on world models: From Rocket League to the Real World: Building Real-Time Interactive World Models. Inspiring!
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We are thrilled to announce that we have joined forces with @kesai_labs towards building generalist autonomous driving systems together. We aim high and plan to release models and code to push forward research boundaries. valeo.com/en/valeo-and-kesai…
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valeo.ai retweeted
We are excited to announce that we have joined forces with Valeo to launch a new partnership aimed at building generalist autonomous driving systems. Together, we will openly release models, code, and weights to advance physical AI research. kesai.eu/blog/2026-10-13-val…
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1/n Our paper REPA-G is accepted at #NeurIPS2026! 🎉 I'll present it at the NeurIPS Paris site 🇫🇷. We introduce test-time conditioning of REPA-style diffusion models with visual features, with no extra training.
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🗣️“From Foundation Models to Embodied Intelligence” Many thanks for the visit, Shizhe Chen!🙏 Grounding language in vision, world models for control, VLAs, and 3D representations for efficient robot learning @inria_paris
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First session of the day by @AlexandreBoulch on 3D perception in autonomous driving: from Lidar self-supervision to multi-sensor distillation #ssad2026
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.@ALVAREZ_JOSEM speaks of End-to-end models for autonomous driving - from direct prediction to counterfactual deliberation on the edge #ssad2026
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.@MaxiIgl on stage talking about Reinforcement Learning for Autonomous Driving #ssad2026 His slides are available online maximilianigl.com/blog/rl-fo…
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We start the 2nd #ssad2026 day with Kashyap Chitta talking about: Making progress measurable - Evaluation and benchmarking of driving policies
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The Carla OG German Ros talks about Synthetic data workflows to accelerate AV #ssad2026
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.@ftm_guney up next speaking on Learning compact state representations for reliable autonomous driving #ssad2026
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Kicking off day 3 of #ssad2026 with Sofía Dudas talking about World Models for Autonomous Driving
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.@puneetdokania on stage speaking about VLAs for drivong: why, how, and challenges? #ssad2026
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🚗 SSAD 2026 is done! Great talks, two packed poster sessions, and an incredible audience that kept asking questions well after the session should have ended. Thank you to our speakers, our sponsors, and the 72 people who made it what it was. We had a blast! #ssad2026
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Antonio Lopez starts day 4 #ssad2026 with Vision-based end-to-end driving: CVC experience.
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The one and only Holger Caesar on stage with Autonomous Driving at the crossroads: scaling laws, end to end learning, and the gap between #ssad2026
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(1/n) Can older lidar SSC models catch up with recent SOTA just by getting better inputs? At #ICIP2026 today and in our new journal extension, we add two cheap priors to existing networks, with no redesign. 📍 Poster #2752, Park Hall, 14:00–16:00 🇫🇮 🧵👇
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Proud to be mentioned by Kashyap Chitta as open source actor in autonomous driving 💪
Replying to @abursuc
Can we have an open-source wave in automotive like the one on LLMs and mimic the fast progress in that area? There are already quite a few players, but there is certainly room for more. #ssad2026 PS: super proud to see @valeoai on that list 🥲
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.@yuanyinnn on stage at the Emerging-AD workshop at #eccv2026 presenting Pictura: Perspective-View Self-Play at Scale for Driving valeoai.github.io/Pictura/
Can a car learn to drive by playing against itself, using only its cameras? Self-play driving agents have relied on a shortcut: perfect knowledge of every vehicle's position and speed, even the ones they can't see. A real car never gets that. We take the shortcut away. 🧵
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valeo.ai retweeted
Autonomous Driving workshops were huge blockbusters at this @eccvconf Kudos to all organizers! #eccv2026
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