35 citations · 78 across the 9 of their papers we have counts for
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cs.LG2022
Detection of out-of-distribution samples using binary neuron activation patterns
Bartlomiej Olber, Krystian Radlak, Adam Popowicz +2
Deep neural networks (DNN) have outstanding performance in various applications. Despite numerous efforts of the research community, out-of-distribution (OOD) samples remain a sign…
cs.LG2019★ 25 cited
Organization of machine learning based product development as per ISO 26262 and ISO/PAS 21448
Krystian Radlak, Michał Szczepankiewicz, Tim Jones +1
Machine learning (ML) algorithms generate a continuous stream of success stories from various domains and enable many novel applications in safety-critical systems. With the advent…