2024
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning
AAAI 2024technical
Explaining predictions of black-box neural networks is crucial when applied to decision-critical tasks. Thus, attribution maps are commonly used to identify important image regions, despite prior work showing that humans prefer explanations based on similar examples. To this end, ProtoPNet learns a…