Interpretability for reliable, efficient, and self-cognitive DNNs: From theories to applications
Kang Xu, Jie Guo, Bin Song, Binghuang Cai, Hongyu Sun, Zhebin Zhang
Topics & Concepts
InterpretabilityComputer scienceArtificial intelligenceFeature (linguistics)Machine learningField (mathematics)CategorizationCounterfactual thinkingArtificial neural networkDeep neural networksPsychologyMathematicsLinguisticsPhilosophyPure mathematicsSocial psychologyAdversarial Robustness in Machine LearningExplainable Artificial Intelligence (XAI)Machine Learning in Materials Science