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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 51–75 of 255 papers

TitleStatusHype
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessmentCode1
Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networksCode1
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functionsCode1
Higher-order-ReLU-KANs (HRKANs) for solving physics-informed neural networks (PINNs) more accurately, robustly and fasterCode1
Art Forgery Detection using Kolmogorov Arnold and Convolutional Neural Networks—0
Deep State Space Recurrent Neural Networks for Time Series Forecasting—0
WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?—0
A Comprehensive Survey on Kolmogorov Arnold Networks (KAN)—0
From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology—0
Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks—0
Deep Fair Multi-View Clustering with Attention KAN—0
Detecting the Undetectable: Combining Kolmogorov-Arnold Networks and MLP for AI-Generated Image Detection—0
A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data—0
Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks—0
Data-Efficient Model for Psychological Resilience Prediction based on Neurological Data—0
Data-driven model discovery with Kolmogorov-Arnold networks—0
An Innovative Networks in Federated Learning—0
DAREK -- Distance Aware Error for Kolmogorov Networks—0
Anant-Net: Breaking the Curse of Dimensionality with Scalable and Interpretable Neural Surrogate for High-Dimensional PDEs—0
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks—0
GNN-SKAN: Harnessing the Power of SwallowKAN to Advance Molecular Representation Learning with GNNs—0
A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks—0
Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning—0
CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor—0
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example—0
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