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11/02/2021
LogAvgExp Provides a Principled and Performant Global Pooling Operator
We seek to improve the pooling operation in neural networks, by applying...
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10/22/2021
Logical Activation Functions: Logit-space equivalents of Boolean Operators
Neuronal representations within artificial neural networks are commonly ...
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02/22/2020
On the Multiplicative Decomposition of Heterogeneity in Continuous Assemblages
A system's heterogeneity (equivalently, diversity) amounts to the effect...
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12/10/2019
Representational Rényi heterogeneity
A discrete system's heterogeneity is measured by the Rényi heterogeneity...
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09/10/2019
Skin cancer detection based on deep learning and entropy to detect outlier samples
We describe our methods to address both tasks of the ISIC 2019 challenge...
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12/20/2014
Classifier with Hierarchical Topographical Maps as Internal Representation
In this study we want to connect our previously proposed context-relevan...
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09/16/2011