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Rick Salay

Out-of-Distribution Detection for LiDAR-based 3D Object Detection

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Sep 28, 2022
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A Safety Assurable Human-Inspired Perception Architecture

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May 10, 2022
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If a Human Can See It, So Should Your System: Reliability Requirements for Machine Vision Components

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Feb 08, 2022
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The missing link: Developing a safety case for perception components in automated driving

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Aug 30, 2021
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The Effect of Optimization Methods on the Robustness of Out-of-Distribution Detection Approaches

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Jun 25, 2020
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Efficacy of Pixel-Level OOD Detection for Semantic Segmentation

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Nov 07, 2019
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Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output

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Oct 23, 2019
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Out-of-distribution Detection in Classifiers via Generation

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Oct 09, 2019
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Analysis of Confident-Classifiers for Out-of-distribution Detection

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Apr 27, 2019
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Towards a Framework to Manage Perceptual Uncertainty for Safe Automated Driving

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Mar 03, 2019
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