no code implementations • 5 Oct 2021 • Alexander Fuchs, Christian Knoll, Franz Pernkopf
The most common normalization method, batch normalization, reduces the distribution shift during training but is agnostic to changes in the input distribution during test time.
no code implementations • 29 Apr 2021 • Alexander Fuchs, Johanna Rock, Mate Toth, Paul Meissner, Franz Pernkopf
Our experiments show, that the use of CVCNNs increases data efficiency, speeds up network training and substantially improves the conservation of phase information during interference removal.
no code implementations • 22 Jul 2020 • Alexander Fuchs, Franz Pernkopf
Capsule networks offer interesting properties and provide an alternative to today's deep neural network architectures.