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cs.LG2021★ 1 cited
Distribution Mismatch Correction for Improved Robustness in Deep Neural Networks
Alexander Fuchs, Christian Knoll, Franz Pernkopf
Deep neural networks rely heavily on normalization methods to improve their performance and learning behavior. Although normalization methods spurred the development of increasingl…
cs.LG2020★ 2 cited
Wasserstein Routed Capsule Networks
Alexander Fuchs, Franz Pernkopf
Capsule networks offer interesting properties and provide an alternative to today's deep neural network architectures. However, recent approaches have failed to consistently achiev…