Industry practitioners identified 12 ADS testing challenges, prioritized two for end-to-end systems, and found that most of the 17 examined research studies lack direct applicability to real industrial contexts.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Interviews show data leakage knowledge in automotive perception is widespread yet fragmented by role, with prevention relying on experience and sharing rather than specific tools, framing it as a socio-technical coordination issue.
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From Research to Practice: An Interactive Rapid Review of Autonomous Driving System Testing in Industry
Industry practitioners identified 12 ADS testing challenges, prioritized two for end-to-end systems, and found that most of the 17 examined research studies lack direct applicability to real industrial contexts.
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Data Leakage in Automotive Perception: Practitioners' Insights
Interviews show data leakage knowledge in automotive perception is widespread yet fragmented by role, with prevention relying on experience and sharing rather than specific tools, framing it as a socio-technical coordination issue.