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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 126–150 of 255 papers

TitleStatusHype
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular ClassificationCode0
Local Control Networks (LCNs): Optimizing Flexibility in Neural Network Data Pattern Capture—0
Which Optimizer Works Best for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks?—0
Adversarial-Ensemble Kolmogorov Arnold Networks for Enhancing Indoor Wi-Fi Positioning: A Defensive Approach Against Spoofing and Signal Manipulation Attacks—0
Scalable Bayesian Physics-Informed Kolmogorov-Arnold Networks—0
Kolmogorov-Arnold Networks for Time Series Granger Causality Inference—0
UNetVL: Enhancing 3D Medical Image Segmentation with Chebyshev KAN Powered Vision-LSTMCode0
PRKAN: Parameter-Reduced Kolmogorov-Arnold NetworksCode0
Kolmogorov-Arnold Networks and Evolutionary Game Theory for More Personalized Cancer Treatment—0
Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers—0
Kolmogorov-Arnold networks for metal surface defect classification—0
DAREK -- Distance Aware Error for Kolmogorov Networks—0
Deep Fair Multi-View Clustering with Attention KAN—0
Advancing Parkinson's Disease Progression Prediction: Comparing Long Short-Term Memory Networks and Kolmogorov-Arnold Networks—0
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation—0
From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology—0
KKANs: Kurkova-Kolmogorov-Arnold Networks and Their Learning Dynamics—0
Zero Shot Time Series Forecasting Using Kolmogorov Arnold Networks—0
Granger Causality Detection with Kolmogorov-Arnold Networks—0
You KAN Do It in a Single Shot: Plug-and-Play Methods with Single-Instance Priors—0
CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor—0
Beyond Tree Models: A Hybrid Model of KAN and gMLP for Large-Scale Financial Tabular Data—0
Non-linear Equalization in 112 Gb/s PONs Using Kolmogorov-Arnold Networks—0
MvKeTR: Chest CT Report Generation with Multi-View Perception and Knowledge Enhancement—0
KANs for Computer Vision: An Experimental Study—0
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