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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 31–40 of 255 papers

TitleStatusHype
Implicit Neural Representations with Fourier Kolmogorov-Arnold NetworksCode1
Higher-order-ReLU-KANs (HRKANs) for solving physics-informed neural networks (PINNs) more accurately, robustly and fasterCode1
BSRBF-KAN: A combination of B-splines and Radial Basis Functions in Kolmogorov-Arnold NetworksCode1
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image ClassificationCode1
Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of PolynomialsCode1
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessmentCode1
FC-KAN: Function Combinations in Kolmogorov-Arnold NetworksCode1
DropKAN: Regularizing KANs by masking post-activationsCode1
Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networksCode1
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functionsCode1
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