no code implementations • 16 Sep 2022 • Nicolas Pilia, Steffen Schuler, Maike Rees, Gerald Moik, Danila Potyagaylo, Olaf Dössel, Axel Loewe
The median localization error on the clinical data was as low as 32mm.
1 code implementation • NeurIPS 2019 • Sascha Saralajew, Lars Holdijk, Maike Rees, Ebubekir Asan, Thomas Villmann
The decomposition of objects into generic components combined with the probabilistic reasoning provides by design a clear interpretation of the classification decision process.
1 code implementation • 1 Feb 2019 • Sascha Saralajew, Lars Holdijk, Maike Rees, Thomas Villmann
The evaluation suggests that both Generalized LVQ and Generalized Tangent LVQ have a high base robustness, on par with the current state-of-the-art in robust neural network methods.
no code implementations • 4 Dec 2018 • Sascha Saralajew, Lars Holdijk, Maike Rees, Thomas Villmann
Neural networks currently dominate the machine learning community and they do so for good reasons.