17 citations · 49 across the 10 of their papers we have counts for
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cs.LG2021
Detection Accuracy for Evaluating Compositional Explanations of Units
Sayo M. Makinwa, Biagio La Rosa, Roberto Capobianco
The recent success of deep learning models in solving complex problems and in different domains has increased interest in understanding what they learn. Therefore, different approa…
cs.LG2021★ 8 cited
Memory Wrap: a Data-Efficient and Interpretable Extension to Image Classification Models
Biagio La Rosa, Roberto Capobianco, Daniele Nardi
Due to their black-box and data-hungry nature, deep learning techniques are not yet widely adopted for real-world applications in critical domains, like healthcare and justice. Thi…