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Lukas Niehaus

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#machine learning Preprint Oct 2026

KANLab: TensorFlow Playground for Kolmogorov-Arnold Networks

KANLab is a browser-based visualization tool designed to interactively teach the core concepts of Kolmogorov-Arnold Networks (KAN), forked from the widely successful TensorFlow Playground. To maximize educational clarity, KANLab omits residual connections and learnable scaling parameters found in modern KAN implementat...

Lukas Niehaus, Robin Rawiel, U. Krumnack · 0 citations
Open access Oct 2026

Show Me the Polyp!

Abstract We adapted two explainability methods commonly used in image classification, KernelSHAP and Grad-CAM, to colonoscopy video classification.We evaluated their plausibility by measuring how well their approximation of EndoFMLV’s visual focus for polyp class predictions aligned with the visible polyp region. Both...

Silvie Opolka, Oleksandr Pometun, Krishnendu Bose et al. · 0 citations

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