87 citations · 294 across the 41 of their papers we have counts for
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cs.CV2023
Out-of-distribution Object Detection through Bayesian Uncertainty Estimation
Tianhao Zhang, Shenglin Wang, Nidhal Bouaynaya +2
The superior performance of object detectors is often established under the condition that the test samples are in the same distribution as the training data. However, in many prac…
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…