450 citations · 883 across the 31 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019★ 70 cited
Arachne: Search Based Repair of Deep Neural Networks
Jeongju Sohn, Sungmin Kang, Shin Yoo
The rapid and widespread adoption of Deep Neural Networks (DNNs) has called for ways to test their behaviour, and many testing approaches have successfully revealed misbehaviour of…
cs.SE2019★ 5 cited
Ahead of Time Mutation Based Fault Localisation using Statistical Inference
Jinhan Kim, Gabin An, Robert Feldt +1
Mutation analysis can effectively capture the dependency between source code and test results. This has been exploited by Mutation Based Fault Localisation (MBFL) techniques. Howev…