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05/09/2023
VEDLIoT – Next generation accelerated AIoT systems and applications
The VEDLIoT project aims to develop energy-efficient Deep Learning metho...
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03/10/2023
Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges
Software that contains machine learning algorithms is an integral part o...
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02/23/2023
Requirements Engineering for Automotive Perception Systems: an Interview Study
Background: Driving automation systems (DAS), including autonomous drivi...
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01/31/2023
An investigation of challenges encountered when specifying training data and runtime monitors for safety critical ML applications
Context and motivation: The development and operation of critical softwa...
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12/27/2022
A Compositional Approach to Creating Architecture Frameworks with an Application to Distributed AI Systems
Artificial intelligence (AI) in its various forms finds more and more it...
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07/01/2022
VEDLIoT: Very Efficient Deep Learning in IoT
The VEDLIoT project targets the development of energy-efficient Deep Lea...
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01/27/2022
Setting AI in context: A case study on defining the context and operational design domain for automated driving
[Context and motivation] For automated driving systems, the operational ...
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03/18/2021