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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
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral PerspectiveCode1
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival AnalysisCode1
Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of PolynomialsCode1
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender SystemsCode1
KAN or MLP? Point Cloud Shows the Way ForwardCode1
KANQAS: Kolmogorov-Arnold Network for Quantum Architecture SearchCode1
DropKAN: Regularizing KANs by masking post-activationsCode1
Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networksCode1
Deep-MacroFin: Informed Equilibrium Neural Network for Continuous Time Economic ModelsCode1
Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision TasksCode1
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