The SVD of Convolutional Weights: A CNN Interpretability Framework

Brenda Praggastis, Davis Brown, Carlos Ortiz Marrero +3

Deep neural networks used for image classification often use convolutional filters to extract distinguishing features before passing them to a linear classifier. Most interpretabil…