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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 101–150 of 255 papers

TitleStatusHype
KANs for Computer Vision: An Experimental Study—0
MvKeTR: Chest CT Report Generation with Multi-View Perception and Knowledge Enhancement—0
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-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling—0
KAN/MultKAN with Physics-Informed Spline fitting (KAN-PISF) for ordinary/partial differential equation discovery of nonlinear dynamic systems—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
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold NetworksCode1
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
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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