الباحثون

Ziyuan Pu

المنشورات 1

نسخة أولية وصول مفتوح

Do Better Visual Representations Always Lead to Better End-to-End Autonomous Driving?

Zihao Zhang, Haochen Tian, Tianyu Li وآخرون · 2026

Visual foundation models (VFMs) are increasingly integrated into end-to-end autonomous driving for their powerful representations, yet it remains unclear when these representations improve driving performance. To investigate this question, we introduce ViRA, a planner-agnostic visual representation alignment framework …

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