Search Results for author: Conner Chyung

Found 1 papers, 0 papers with code

Extracting Interpretable Concept-Based Decision Trees from CNNs

no code implementations11 Jun 2019 Conner Chyung, Michael Tsang, Yan Liu

In an attempt to gather a deeper understanding of how convolutional neural networks (CNNs) reason about human-understandable concepts, we present a method to infer labeled concept data from hidden layer activations and interpret the concepts through a shallow decision tree.

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