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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
Multifidelity Kolmogorov-Arnold Networks—0
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning—0
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point SetsCode1
WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?—0
EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials—0
Kolmogorov-Arnold Neural Networks for High-Entropy Alloys Design—0
Evaluating Federated Kolmogorov-Arnold Networks on Non-IID DataCode0
Baseflow identification via explainable AI with Kolmogorov-Arnold networks—0
On the Convergence of (Stochastic) Gradient Descent for Kolmogorov--Arnold Networks—0
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
Art Forgery Detection using Kolmogorov Arnold and Convolutional Neural Networks—0
Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits—0
Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed Neural NetworksCode0
MLP-KAN: Unifying Deep Representation and Function LearningCode0
Model Comparisons: XNet Outperforms KAN—0
Deep Learning Alternatives of the Kolmogorov Superposition TheoremCode3
Kolmogorov-Arnold Network AutoencodersCode0
Uncertainty Quantification with Bayesian Higher Order ReLU KANsCode0
On the expressiveness and spectral bias of KANs—0
KANOP: A Data-Efficient Option Pricing Model using Kolmogorov-Arnold Networks—0
Incorporating Arbitrary Matrix Group Equivariance into KANs—0
PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and BeyondCode0
Data-driven model discovery with Kolmogorov-Arnold networks—0
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of ExpertsCode0
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