Training Interpretable Convolutional Neural Networks by Differentiating Class-Specific Filters
Haoyu Liang, Zhihao Ouyang, Yuyuan Zeng, Hang Su, Zihao He, Shu‐Tao Xia, Jun Zhu, Bo Zhang
Topics & Concepts
InterpretabilityComputer scienceFilter (signal processing)Class (philosophy)Convolutional neural networkArtificial intelligenceRepresentation (politics)Code (set theory)Machine learningPattern recognition (psychology)Computer visionProgramming languageSet (abstract data type)PoliticsPolitical scienceLawAdversarial Robustness in Machine LearningAdvanced Neural Network ApplicationsExplainable Artificial Intelligence (XAI)