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Andrei Bursuc
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@abursuc

Andrei Bursuc

@abursuc
Research scientist @valeoai | Teaching @Polytechnique @ENS_ULM | Alumni @upb1818 @Mines_Paris @Inria @ENS_ULM | Feedback: admonymous.co/abursuc
Paris, France
abursuc.github.io
Joined November 2008
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  • Pinned
    @abursuc
    Andrei Bursuc
    @abursuc
    Jan 9
    The unreasonable magic of simplicity! Meet DrivoR (Driving on Registers): our latest end2end autonomous driving model. We teared down complex dependencies & modules from current models to obtain a pure Transformer-based SOTA driving agent (NAVSIM v1 & v2, HUGSIM). Find out more👇
    @EllingtonKirby
    Ellington Kirby
    @EllingtonKirby
    Jan 9
    1/🧵 Q: Can we have both a simple and SOTA architecture in autonomous driving? R: Yes! 😍 Introducing Driving on Registers (DrivoR): a pure Transformer backbone that achieves SOTA results in NAVSIM v1 / v2 and closed-loop HUGSIM evaluation. Here is how 👇
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  • @abursuc
    Andrei Bursuc
    @abursuc
    1h
    .@yuanyinnn on stage at the Emerging-AD workshop at #eccv2026 presenting Pictura: Perspective-View Self-Play at Scale for Driving valeoai.github.io/Pictura/
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    @yuanyinnn
    Yuan Yin
    @yuanyinnn
    Sep 5
    Image
    00:25
    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. 🧵
    1
  • @abursuc
    Andrei Bursuc
    @abursuc
    15h
    One could easily reach their daily target of steps by simply taking a flight from/to Copenhagen airport (:
  • @abursuc
    Andrei Bursuc
    @abursuc
    15h
    .@victorbesnier1 on stage at the #eccv2026 DriveX workshop talking about: How Far Can 5,500 Hours of Driving Take You? A Scaling Law Analysis of Video Diffusion Models. Check out the main findings here: valeoai.github.io/VATIX/
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  • @abursuc
    Andrei Bursuc
    @abursuc
    21h
    Autonomous Driving workshops were huge blockbusters at this @eccvconf Kudos to all organizers! #eccv2026
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    1
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