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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
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image ClassificationCode1
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
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular DataCode1
rKAN: Rational Kolmogorov-Arnold NetworksCode1
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentationCode1
Leveraging KANs For Enhanced Deep Koopman Operator DiscoveryCode1
A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary AlgorithmsCode1
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point SetsCode1
Kolmogorov-Arnold Network for Online Reinforcement LearningCode1
Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networksCode1
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
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field SegmentationCode1
DropKAN: Regularizing KANs by masking post-activationsCode1
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessmentCode1
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functionsCode1
KM-UNet KAN Mamba UNet for medical image segmentationCode1
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender SystemsCode1
FC-KAN: Function Combinations in Kolmogorov-Arnold NetworksCode1
Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision TasksCode1
KAN See In the DarkCode1
Deep-MacroFin: Informed Equilibrium Neural Network for Continuous Time Economic ModelsCode1
KAN or MLP? Point Cloud Shows the Way ForwardCode1
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival AnalysisCode1
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