Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation

Jiahui Li, Kun Kuang, Lin Li +4

Deep neural networks have demonstrated remarkable performance in many data-driven and prediction-oriented applications, and sometimes even perform better than humans. However, thei…