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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
Leveraging KANs For Enhanced Deep Koopman Operator DiscoveryCode1
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
rKAN: Rational Kolmogorov-Arnold NetworksCode1
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentationCode1
KAN or MLP? Point Cloud Shows the Way ForwardCode1
KM-UNet KAN Mamba UNet for medical image segmentationCode1
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold NetworksCode1
HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators SmarterCode1
BSRBF-KAN: A combination of B-splines and Radial Basis Functions in Kolmogorov-Arnold NetworksCode1
Implicit Neural Representations with Fourier Kolmogorov-Arnold NetworksCode1
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral PerspectiveCode1
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival AnalysisCode1
FC-KAN: Function Combinations in Kolmogorov-Arnold NetworksCode1
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functionsCode1
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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