Search Results for author: Amy Widdicombe

Found 2 papers, 0 papers with code

Gradient-Based Interpretability Methods and Binarized Neural Networks

no code implementations23 Jun 2021 Amy Widdicombe, Simon J. Julier

Binarized Neural Networks (BNNs) have the potential to revolutionize the way that deep learning is carried out in edge computing platforms.


NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning

no code implementations5 Aug 2019 Moustafa Alzantot, Amy Widdicombe, Simon Julier, Mani Srivastava

When applied to image classification models, NeuroMask identifies the image parts that are most important to classifier results by applying a mask that hides/reveals different parts of the image, before feeding it back into the model.

General Classification Image Classification

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