A Comprehensive Survey on Self-Interpretable Neural Networks

Yang Ji, Ying Sun, Yuting Zhang +7

Neural networks have achieved remarkable success across various fields. However, the lack of interpretability limits their practical use, particularly in critical decision-making s…