Search Results for author: Andreas Witte

Found 2 papers, 0 papers with code

Uncertainty estimates for semantic segmentation: providing enhanced reliability for automated motor claims handling

no code implementations17 Jan 2024 Jan Küchler, Daniel Kröll, Sebastian Schoenen, Andreas Witte

Deep neural network models for image segmentation can be a powerful tool for the automation of motor claims handling processes in the insurance industry.

Image Segmentation Segmentation +1

ResBuilder: Automated Learning of Depth with Residual Structures

no code implementations16 Aug 2023 Julian Burghoff, Matthias Rottmann, Jill von Conta, Sebastian Schoenen, Andreas Witte, Hanno Gottschalk

In this work, we develop a neural architecture search algorithm, termed Resbuilder, that develops ResNet architectures from scratch that achieve high accuracy at moderate computational cost.

Fraud Detection Image Classification +1

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