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02/08/2022
Class Density and Dataset Quality in High-Dimensional, Unstructured Data
We provide a definition for class density that can be used to measure th...
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02/07/2022
Towards an Analytical Definition of Sufficient Data
We show that, for each of five datasets of increasing complexity, certai...
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01/27/2021
On the Importance of Capturing a Sufficient Diversity of Perspective for the Classification of micro-PCBs
We present a dataset consisting of high-resolution images of 13 micro-PC...
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01/24/2020
A Branching and Merging Convolutional Network with Homogeneous Filter Capsules
We present a convolutional neural network design with additional branche...
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06/20/2019