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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 151–160 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
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