3 citations · 5 across the 4 of their papers we have counts for
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cs.CV2020★ 1 cited
Boosting Deep Neural Networks with Geometrical Prior Knowledge: A Survey
Matthias Rath, Alexandru Paul Condurache
Deep Neural Networks achieve state-of-the-art results in many different problem settings by exploiting vast amounts of training data. However, collecting, storing and - in the case…
cs.LG2020★ 1 cited
Invariant Integration in Deep Convolutional Feature Space
Matthias Rath, Alexandru Paul Condurache
In this contribution, we show how to incorporate prior knowledge to a deep neural network architecture in a principled manner. We enforce feature space invariances using a novel la…