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Manasa Mariam Mammen

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#artificial intelligence Preprint Oct 2026

Towards Reliable Vision-Language Models for Autonomous Driving

Vision-Language models (VLMs) are increasingly being explored in autonomous driving for tasks such as scene understanding, driving reasoning, decision-making, and end-to-end driving. As their role becomes more prominent, ensuring their robustness and reliability is increasingly important. In real-world conditions, visu...

Manasa Mariam Mammen, Priyanka Mary Mammen, Zafer Kayatas et al. · 0 citations

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