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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 151–175 of 255 papers

TitleStatusHype
Enhancing Neural Function Approximation: The XNet Outperforming KAN—0
MvKeTR: Chest CT Report Generation with Multi-View Perception and Knowledge Enhancement—0
Neural Tangent Kernel Analysis to Probe Convergence in Physics-informed Neural Solvers: PIKANs vs. PINNs—0
Non-linear Equalization in 112 Gb/s PONs Using Kolmogorov-Arnold Networks—0
NukesFormers: Unpaired Hyperspectral Image Generation with Non-Uniform Domain Alignment—0
OccuEMBED: Occupancy Extraction Merged with Building Energy Disaggregation for Occupant-Responsive Operation at Scale—0
On the Convergence of (Stochastic) Gradient Descent for Kolmogorov--Arnold Networks—0
On the expressiveness and spectral bias of KANs—0
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective—0
On the study of frequency control and spectral bias in Wavelet-Based Kolmogorov Arnold networks: A path to physics-informed KANs—0
On Training of Kolmogorov-Arnold Networks—0
Opening the Black-Box: Symbolic Regression with Kolmogorov-Arnold Networks for Energy Applications—0
PEP-GS: Perceptually-Enhanced Precise Structured 3D Gaussians for View-Adaptive Rendering—0
Personalized Control for Lower Limb Prosthesis Using Kolmogorov-Arnold Networks—0
Physics-Informed Kolmogorov-Arnold Networks for Power System Dynamics—0
PostHoc FREE Calibrating on Kolmogorov Arnold Networks—0
Predictive Modeling of Flexible EHD Pumps using Kolmogorov-Arnold Networks—0
PRKAN: Parameter-Reduced Kolmogorov-Arnold Networks—0
Probing Quantum Spin Systems with Kolmogorov-Arnold Neural Network Quantum States—0
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation—0
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation—0
Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits—0
RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction—0
Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise—0
Reimagining Linear Probing: Kolmogorov-Arnold Networks in Transfer Learning—0
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