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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 21–30 of 255 papers

TitleStatusHype
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image ClassificationCode1
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functionsCode1
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular DataCode1
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral PerspectiveCode1
HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators SmarterCode1
Higher-order-ReLU-KANs (HRKANs) for solving physics-informed neural networks (PINNs) more accurately, robustly and fasterCode1
Kolmogorov-Arnold PointNet: Deep learning for prediction of fluid fields on irregular geometriesCode1
A preliminary study on continual learning in computer vision using Kolmogorov-Arnold NetworksCode1
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
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