DeepFaith: A Domain-Free and Model-Agnostic Unified Framework for Highly Faithful Explanations

Yuhan Guo, Lizhong Ding, Shihan Jia +6

Explainable AI (XAI) builds trust in complex systems through model attribution methods that reveal the decision rationale. However, due to the absence of a unified optimal explanat…