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cs.CV2026★ 1 cited
Connections Between Pairs of Filters Improve the Accuracy of Convolutional Neural Networks
Kathleen Anderson, Philipp Grüning, Erhardt Barth
While researchers continue to find new and improved network structures for CNNs, most of the newly invented architectures still rely on the traditional pattern of stacking convolut…
cs.CV2025
Revealing Unintentional Information Leakage in Low-Dimensional Facial Portrait Representations
Kathleen Anderson, Thomas Martinetz
We evaluate the information that can unintentionally leak into the low dimensional output of a neural network, by reconstructing an input image from a 40- or 32-element feature vec…