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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.LG2022★ 23 cited
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches
Maciej Krzywda, Szymon Łukasik, Amir H. Gandomi
Graph Neural Networks (GNNs) are a family of graph networks inspired by mechanisms existing between nodes on a graph. In recent years there has been an increased interest in GNN an…