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Long Nguyen

@longpollehn.bsky.social
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Reposted by Long Nguyen
Bernhard Jaeger @bernhard-jaeger.bsky.social · 27/12/2025
Our new E2E driving method, TransFuser v6, is out on ArXiv. It outperforms all other methods on CARLA by a wide margin, 95 DS on Bench2Drive! We show that minimizing the asymmetry between data annotator and policy is key for strong IL results. Code, models, and paper: ln2697.github.io/lead/
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Reposted by Long Nguyen
Kashyap Chitta @kashyap7x.bsky.social · 01/09/2025
Announcing the @iccv.bsky.social NAVSIM Challenge! What's new? We're testing not only on real recordings, but also perturbed futures generated from the real ones via pseudo-simulation! $8K in prizes + several $1.5k travel grants. Submit by September 20! opendrivelab.com/challenge2025/ 🧵👇
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Reposted by Long Nguyen
Kashyap Chitta @kashyap7x.bsky.social · 17/03/2025
🐎 Centaur, our first foray into test-time training for end-to-end driving. No retraining needed, just plug-and-play at deployment given a trained model. Also, theoretically nearly no overhead in latency with some clever use of buffers. Surprising how effective this is! arxiv.org/abs/2503.11650
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