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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
A preliminary study on continual learning in computer vision using Kolmogorov-Arnold NetworksCode1
Implicit Neural Representations with Fourier Kolmogorov-Arnold NetworksCode1
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessmentCode1
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival AnalysisCode1
KAN See In the DarkCode1
FC-KAN: Function Combinations in Kolmogorov-Arnold NetworksCode1
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender SystemsCode1
Deep-MacroFin: Informed Equilibrium Neural Network for Continuous Time Economic ModelsCode1
The Dawn of KAN in Image-to-Image (I2I) Translation: Integrating Kolmogorov-Arnold Networks with GANs for Unpaired I2I TranslationCode1
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field SegmentationCode1
Kolmogorov-Arnold Network for Online Reinforcement LearningCode1
Higher-order-ReLU-KANs (HRKANs) for solving physics-informed neural networks (PINNs) more accurately, robustly and fasterCode1
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentationCode1
Kolmogorov-Arnold PointNet: Deep learning for prediction of fluid fields on irregular geometriesCode1
Rethinking the Function of Neurons in KANsCode1
DropKAN: Regularizing KANs by masking post-activationsCode1
HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators SmarterCode1
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation FunctionsCode1
KANQAS: Kolmogorov-Arnold Network for Quantum Architecture SearchCode1
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time SeriesCode1
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image ClassificationCode1
Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision TasksCode1
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular DataCode1
rKAN: Rational Kolmogorov-Arnold NetworksCode1
BSRBF-KAN: A combination of B-splines and Radial Basis Functions in Kolmogorov-Arnold NetworksCode1
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