most citedEnabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2023

Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles from Driving Scenes

Youssef Shoeb, Robin Chan, Gesina Schwalbe +3

In the life cycle of highly automated systems operating in an open and dynamic environment, the ability to adjust to emerging challenges is crucial. For systems integrating data-dr…

cs.CV2022★ 2 cited

Enabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings

Gesina Schwalbe, Christian Wirth, Ute Schmid

One major drawback of deep convolutional neural networks (CNNs) for use in safety critical applications is their black-box nature. This makes it hard to verify or monitor complex,…