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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 176–200 of 255 papers

TitleStatusHype
An Innovative Networks in Federated Learning—0
From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology—0
WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?—0
Art Forgery Detection using Kolmogorov Arnold and Convolutional Neural Networks—0
ASPINN: An asymptotic strategy for solving singularly perturbed differential equations—0
A Survey on Kolmogorov-Arnold Network—0
Baseflow identification via explainable AI with Kolmogorov-Arnold networks—0
Beyond Tree Models: A Hybrid Model of KAN and gMLP for Large-Scale Financial Tabular Data—0
Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)—0
Can Kans (re)discover predictive models for Direct-Drive Laser Fusion?—0
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision—0
Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation—0
ChemKANs for Combustion Chemistry Modeling and Acceleration—0
CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor—0
Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning—0
DAREK -- Distance Aware Error for Kolmogorov Networks—0
Data-driven model discovery with Kolmogorov-Arnold networks—0
Data-Efficient Model for Psychological Resilience Prediction based on Neurological Data—0
Deep Fair Multi-View Clustering with Attention KAN—0
Deep State Space Recurrent Neural Networks for Time Series Forecasting—0
Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks—0
Detecting the Undetectable: Combining Kolmogorov-Arnold Networks and MLP for AI-Generated Image Detection—0
DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting—0
DP-KAN: Differentially Private Kolmogorov-Arnold Networks—0
Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel KAN Adapter for Enhanced Feature Adaptation—0
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