Search Results for author: Ivet Rafegas

Found 2 papers, 0 papers with code

Understanding trained CNNs by indexing neuron selectivity

no code implementations1 Feb 2017 Ivet Rafegas, Maria Vanrell, Luis A. Alexandre, Guillem Arias

The impressive performance of Convolutional Neural Networks (CNNs) when solving different vision problems is shadowed by their black-box nature and our consequent lack of understanding of the representations they build and how these representations are organized.

Understanding learned CNN features through Filter Decoding with Substitution

no code implementations16 Nov 2015 Ivet Rafegas, Maria Vanrell

This provides us with a new tool to directly visualize any CNN single neuron as a filter in the first layer, this is in terms of the image space.

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