57 citations · 84 across the 9 of their papers we have counts for
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cs.LG2019★ 57 cited
Comparing Offline and Online Testing of Deep Neural Networks: An Autonomous Car Case Study
Fitash Ul Haq, Donghwan Shin, Shiva Nejati +1
There is a growing body of research on developing testing techniques for Deep Neural Networks (DNN). We distinguish two general modes of testing for DNNs: Offline testing where DNN…
cs.SE2019
Scalable Inference of System-level Models from Component Logs
Donghwan Shin, Salma Messaoudi, Domenico Bianculli +3
Behavioral software models play a key role in many software engineering tasks; unfortunately, these models either are not available during software development or, if available, th…