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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 101–125 of 255 papers

TitleStatusHype
Can Kans (re)discover predictive models for Direct-Drive Laser Fusion?—0
GPT Meets Graphs and KAN Splines: Testing Novel Frameworks on Multitask Fine-Tuned GPT-2 with LoRA—0
Granger Causality Detection with Kolmogorov-Arnold Networks—0
KAN/MultKAN with Physics-Informed Spline fitting (KAN-PISF) for ordinary/partial differential equation discovery of nonlinear dynamic systems—0
Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification, An Interpretable Multi-Omics Approach—0
Exploring Adversarial Transferability between Kolmogorov-arnold Networks—0
Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)—0
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer—0
Hybrid deep additive neural networks—0
HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks—0
Advancing Parkinson's Disease Progression Prediction: Comparing Long Short-Term Memory Networks and Kolmogorov-Arnold Networks—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
KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics—0
EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials—0
Enhancing Neural Function Approximation: The XNet Outperforming KAN—0
Inferring turbulent velocity and temperature fields and their statistics from Lagrangian velocity measurements using physics-informed Kolmogorov-Arnold Networks—0
Beyond Tree Models: A Hybrid Model of KAN and gMLP for Large-Scale Financial Tabular Data—0
Input Convex Kolmogorov Arnold Networks—0
Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks—0
KACDP: A Highly Interpretable Credit Default Prediction Model—0
Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
System Identification Using Kolmogorov-Arnold Networks: A Case Study on Buck Converters—0
Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks—0
DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks—0
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