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Markus Ulrich

Decoupling of neural network calibration measures

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Jun 04, 2024
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Evaluation of Multi-task Uncertainties in Joint Semantic Segmentation and Monocular Depth Estimation

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May 27, 2024
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Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications

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May 07, 2024
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Uncertainty Quantification with Deep Ensembles for 6D Object Pose Estimation

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Mar 12, 2024
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Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation

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Feb 16, 2024
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Sensitivity analysis of AI-based algorithms for autonomous driving on optical wavefront aberrations induced by the windshield

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Aug 19, 2023
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U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation

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Jul 19, 2023
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Segmentation of Industrial Burner Flames: A Comparative Study from Traditional Image Processing to Machine and Deep Learning

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Jun 26, 2023
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Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient

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May 23, 2023
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Combining HoloLens with Instant-NeRFs: Advanced Real-Time 3D Mobile Mapping

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May 03, 2023
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