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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 76–100 of 255 papers

TitleStatusHype
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series ClassificationCode0
Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust AnalysisCode0
Evaluating Federated Kolmogorov-Arnold Networks on Non-IID DataCode0
LArctan-SKAN: Simple and Efficient Single-Parameterized Kolmogorov-Arnold Networks using Learnable Trigonometric FunctionCode0
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning ModelsCode0
Advancing Out-of-Distribution Detection via Local NeuroplasticityCode0
Enhancing Low-Light Images with Kolmogorov–Arnold Networks in Transformer AttentionCode0
CTR-KAN: KAN for Adaptive High-Order Feature Interaction ModelingCode0
Automated Modeling Method for Pathloss Model DiscoveryCode0
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language UnderstandingCode0
Extending Cox Proportional Hazards Model with Symbolic Non-Linear Log-Risk Functions for Survival AnalysisCode0
Kolmogorov-Arnold Network AutoencodersCode0
A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical ImagingCode0
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular ClassificationCode0
KAC: Kolmogorov-Arnold Classifier for Continual LearningCode0
F-KANs: Federated Kolmogorov-Arnold NetworksCode0
MLP-KAN: Unifying Deep Representation and Function LearningCode0
Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output CodesCode0
Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometriesCode0
KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional ElementsCode0
Recurrent Neural Networks for Dynamic VWAP Execution: Adaptive Trading Strategies with Temporal Kolmogorov-Arnold NetworksCode0
Detecting the Undetectable: Combining Kolmogorov-Arnold Networks and MLP for AI-Generated Image Detection—0
Art Forgery Detection using Kolmogorov Arnold and Convolutional Neural Networks—0
Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks—0
Deep State Space Recurrent Neural Networks for Time Series Forecasting—0
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