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cs.LG2025
Kolmogorov-Arnold networks for metal surface defect classification
Maciej Krzywda, Mariusz Wermiński, Szymon Łukasik +1
This paper presents the application of Kolmogorov-Arnold Networks (KAN) in classifying metal surface defects. Specifically, steel surfaces are analyzed to detect defects such as cr…
cs.LG2024★ 2 cited
Consumer Transactions Simulation through Generative Adversarial Networks
Sergiy Tkachuk, Szymon Łukasik, Anna Wróblewska
In the rapidly evolving domain of large-scale retail data systems, envisioning and simulating future consumer transactions has become a crucial area of interest. It offers signific…