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Task-Aligned Stability Analysis of Vision-Language Models for Autonomous Driving Hazard Detection

Single source1 source14 Oct 2026

arXiv:2606.11889v2 Announce Type: replace-cross Abstract: Vision-language models (VLMs) are increasingly used for scene understanding in autonomous driving, but robustness analysis often relies on task-agnostic embedding stability alone.

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arxiv.orghttps://arxiv.org/abs/2606.11889

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