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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 231–240 of 255 papers

TitleStatusHype
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition—0
Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving forward and inverse problems based on Kolmogorov Arnold NetworksCode2
Suitability of KANs for Computer Vision: A preliminary investigation—0
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functionsCode1
GKAN: Graph Kolmogorov-Arnold Networks—0
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks—0
Leveraging KANs For Enhanced Deep Koopman Operator DiscoveryCode1
U-KAN Makes Strong Backbone for Medical Image Segmentation and GenerationCode2
A Temporal Kolmogorov-Arnold Transformer for Time Series ForecastingCode2
ReLU-KAN: New Kolmogorov-Arnold Networks that Only Need Matrix Addition, Dot Multiplication, and ReLUCode2
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