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Kolmogorov-Arnold Networks

Papers presenting models which utilize Kolmogorov-Arnold networks as their underlying architecture.

Papers

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Showing 41–50 of 255 papers

TitleStatusHype
Higher-order-ReLU-KANs (HRKANs) for solving physics-informed neural networks (PINNs) more accurately, robustly and fasterCode1
Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networksCode1
A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary AlgorithmsCode1
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender SystemsCode1
KANQAS: Kolmogorov-Arnold Network for Quantum Architecture SearchCode1
KAN See In the DarkCode1
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessmentCode1
Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision TasksCode1
Deep-MacroFin: Informed Equilibrium Neural Network for Continuous Time Economic ModelsCode1
DropKAN: Regularizing KANs by masking post-activationsCode1
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