Reducing DNN labelling cost using surprise adequacy: an industrial case study for autonomous driving

Jinhan Kim, Jeongil Ju, Robert Feldt, Shin Yoo. Reducing DNN labelling cost using surprise adequacy: an industrial case study for autonomous driving. In Prem Devanbu, Myra B. Cohen, Thomas Zimmermann 0001, editors, ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Virtual Event, USA, November 8-13, 2020. pages 1466-1476, ACM, 2020. [doi]

Abstract

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