Concept-based Analysis of Neural Networks via Vision-Language Models

Ravi Mangal, Nina Narodytska, Divya Gopinath +4

The analysis of vision-based deep neural networks (DNNs) is highly desirable but it is very challenging due to the difficulty of expressing formal specifications for vision tasks a…