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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 11–20 of 255 papers

TitleStatusHype
Surrogate Learning in Meta-Black-Box Optimization: A Preliminary StudyCode2
Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving forward and inverse problems based on Kolmogorov Arnold NetworksCode2
Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold NetworksCode2
U-KAN Makes Strong Backbone for Medical Image Segmentation and GenerationCode2
A Temporal Kolmogorov-Arnold Transformer for Time Series ForecastingCode2
GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold NetworksCode2
LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment ModelCode2
KAGNNs: Kolmogorov-Arnold Networks meet Graph LearningCode2
Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of PolynomialsCode1
Kolmogorov-Arnold PointNet: Deep learning for prediction of fluid fields on irregular geometriesCode1
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