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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
KACDP: A Highly Interpretable Credit Default Prediction Model—0
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series ClassificationCode0
Learnable Activation Functions in Physics-Informed Neural Networks for Solving Partial Differential EquationsCode0
Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel KAN Adapter for Enhanced Feature Adaptation—0
KAN/MultKAN with Physics-Informed Spline fitting (KAN-PISF) for ordinary/partial differential equation discovery of nonlinear dynamic systems—0
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling—0
KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward—0
Hybrid deep additive neural networks—0
KLCBL: An Improved Police Incident Classification Model—0
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision—0
A Survey on Kolmogorov-Arnold Network—0
SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks—0
On Training of Kolmogorov-Arnold Networks—0
PEP-GS: Perceptually-Enhanced Precise Structured 3D Gaussians for View-Adaptive Rendering—0
Enhancing Low-Light Images with Kolmogorov–Arnold Networks in Transformer AttentionCode0
Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks—0
Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of 3-hinge Gyrus—0
KANsformer for Scalable Beamforming—0
LArctan-SKAN: Simple and Efficient Single-Parameterized Kolmogorov-Arnold Networks using Learnable Trigonometric FunctionCode0
KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional ElementsCode0
Kaninfradet3D:A Road-side Camera-LiDAR Fusion 3D Perception Model based on Nonlinear Feature Extraction and Intrinsic Correlation—0
LSS-SKAN: Efficient Kolmogorov-Arnold Networks based on Single-Parameterized FunctionCode0
Multifidelity Kolmogorov-Arnold Networks—0
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning—0
WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?—0
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