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04/30/2023
Detecting Novelties with Empty Classes
For open world applications, deep neural networks (DNNs) need to be awar...
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02/06/2023
Perception Datasets for Anomaly Detection in Autonomous Driving: A Survey
Deep neural networks (DNN) which are employed in perception systems for ...
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10/05/2022
Two Video Data Sets for Tracking and Retrieval of Out of Distribution Objects
In this work we present two video test data sets for the novel computer ...
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02/17/2022
Detecting and Learning the Unknown in Semantic Segmentation
Semantic segmentation is a crucial component for perception in automated...
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01/04/2022
Towards Unsupervised Open World Semantic Segmentation
For the semantic segmentation of images, state-of-the-art deep neural ne...
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04/30/2021
