59 citations · 183 across the 18 of their papers we have counts for
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cs.AI2023★ 1 cited
Assumption Generation for the Verification of Learning-Enabled Autonomous Systems
Corina Pasareanu, Ravi Mangal, Divya Gopinath +1
Providing safety guarantees for autonomous systems is difficult as these systems operate in complex environments that require the use of learning-enabled components, such as deep n…
cs.CV2023★ 3 cited
Closed-loop Analysis of Vision-based Autonomous Systems: A Case Study
Corina S. Pasareanu, Ravi Mangal, Divya Gopinath +4
Deep neural networks (DNNs) are increasingly used in safety-critical autonomous systems as perception components processing high-dimensional image data. Formal analysis of these sy…