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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 26–50 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
A preliminary study on continual learning in computer vision using Kolmogorov-Arnold NetworksCode1
KAN or MLP? Point Cloud Shows the Way ForwardCode1
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time SeriesCode1
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point SetsCode1
A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary AlgorithmsCode1
Leveraging KANs For Enhanced Deep Koopman Operator DiscoveryCode1
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessmentCode1
BSRBF-KAN: A combination of B-splines and Radial Basis Functions in Kolmogorov-Arnold NetworksCode1
Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of PolynomialsCode1
Rethinking the Function of Neurons in KANsCode1
DropKAN: Regularizing KANs by masking post-activationsCode1
Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision TasksCode1
Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networksCode1
KM-UNet KAN Mamba UNet for medical image segmentationCode1
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral PerspectiveCode1
Kolmogorov-Arnold Network for Online Reinforcement LearningCode1
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender SystemsCode1
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functionsCode1
FC-KAN: Function Combinations in Kolmogorov-Arnold NetworksCode1
Deep-MacroFin: Informed Equilibrium Neural Network for Continuous Time Economic ModelsCode1
KAN See In the DarkCode1
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival AnalysisCode1
KANQAS: Kolmogorov-Arnold Network for Quantum Architecture SearchCode1
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