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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 161–170 of 255 papers

TitleStatusHype
TASI Lectures on Physics for Machine Learning—0
GNN-SKAN: Harnessing the Power of SwallowKAN to Advance Molecular Representation Learning with GNNs—0
KAN based Autoencoders for Factor Models—0
Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability—0
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example—0
Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction—0
System Identification Using Kolmogorov-Arnold Networks: A Case Study on Buck Converters—0
2D and 3D Deep Learning Models for MRI-based Parkinson's Disease Classification: A Comparative Analysis of Convolutional Kolmogorov-Arnold Networks, Convolutional Neural Networks, and Graph Convolutional Networks—0
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge—0
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks—0
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