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CLEAR: Cognition and Latent Evaluation for Adaptive Routing in End-to-End Autonomous Driving

Yining Xing, Zehong Ke, Zhiyuan Liu, Yanbo Jiang, Wenhao Yu, Jianqiang Wang
Jun 5, 2026 at 04:00
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arXiv:2606.06219v1 Announce Type: cross Abstract: End-to-end autonomous driving models often struggle to balance multi-modal maneuver generation with real-time inference constraints. While diffusion models successfully capture diverse driving behaviors, their iterative denoising process incurs unacceptable latency for safety-critical deployment....

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