DeepTest: automated testing of deep-neural-network-driven autonomous cars

international conference on software engineering, pp. 303-314, 2018.

Cited by: 423|Bibtex|Views176|DOI:https://doi.org/10.1145/3180155.3180220
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Other Links: academic.microsoft.com|dl.acm.org|dblp.uni-trier.de|arxiv.org

Abstract:

Recent advances in Deep Neural Networks (DNNs) have led to the development of DNN-driven autonomous cars that, using sensors like camera, LiDAR, etc., can drive without any human intervention. Most major manufacturers including Tesla, GM, Ford, BMW, and Waymo/Google are working on building and testing different types of autonomous vehicle...More

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