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57%Worth a look
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NeurIPS 2026NVIDIAnvidiaNVIDIA CorporationSanta ClaraAutonomous driving

From Detection to Understanding — A Multi-Task Dataset for Traffic Anomaly Reasoning

Han Zhang, yilin zhao, Zaid P Bhat, Zheng (Thomas) Tang and 4 more

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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lenient 1/5
medium 0/10
strict 0/5
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NeurIPS 2026UMassThe University of TokyoFudannvidiaU Massachusetts at AmherstRobot manipulation

Action Images: End-to-End Policy Learning via Multiview Video Generation

Action Images formulates robot policy learning as multiview video generation using interpretable pixel-grounded action images, enabling zero-shot control without separate policy heads and improving video-action joint generation.

Haoyu Zhen, Zixian Gao, Qiao Sun, yilin zhao and 6 more

Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026 · ▲ 8 on Hugging Face

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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5