Maike Rees

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Probabilistic Modeling

Learning Vector Quantization

Novelty Detection

Top Venues

Artif. Intell. Medicine

Publications

Nicolas Pilia, Steffen Schuler, Maike Rees, Gerald Moik, Danila Potyagaylo, Olaf Dössel, Axel Loewe
Non-invasive localization of the ventricular excitation origin without patient-specific geometries using deep learning. Artif. Intell. Medicine 143 (2023)
Nicolas Pilia, Steffen Schuler, Maike Rees, Gerald Moik, Danila Potyagaylo, Olaf Dössel, Axel Loewe
Non-invasive Localization of the Ventricular Excitation Origin Without Patient-specific Geometries Using Deep Learning. CoRR (2022)
Sascha Saralajew, Lars Holdijk, Maike Rees, Ebubekir Asan, Thomas Villmann
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components. NeurIPS (2019)
Sascha Saralajew, Lars Holdijk, Maike Rees, Thomas Villmann
Robustness of Generalized Learning Vector Quantization Models Against Adversarial Attacks. WSOM+ (2019)
Maike Rees, Melanie Senn, Pratik P. Brahma, Astrid Laubenheimer
Modular Novelty Detection System for Driving Scenarios. CERC (2019)
Sascha Saralajew, Lars Holdijk, Maike Rees, Thomas Villmann
Robustness of Generalized Learning Vector Quantization Models against Adversarial Attacks. CoRR (2019)
Sascha Saralajew, Lars Holdijk, Maike Rees, Thomas Villmann
Prototype-based Neural Network Layers: Incorporating Vector Quantization. CoRR (2018)