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Jan David Schneider

Tailored Uncertainty Estimation for Deep Learning Systems

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Apr 29, 2022
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Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis

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Jun 10, 2021
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Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety

Apr 29, 2021
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Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation

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Apr 19, 2021
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Street-Map Based Validation of Semantic Segmentation in Autonomous Driving

Apr 15, 2021
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From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation

Dec 02, 2020
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Towards Map-Based Validation of Semantic Segmentation Masks

Nov 03, 2020
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