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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
Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice—0
Kolmogorov-Arnold Networks in Low-Data Regimes: A Comparative Study with Multilayer Perceptrons—0
Kolmogorov-Arnold Networks (KANs) for Time Series Analysis—0
Kolmogorov-Arnold Neural Networks for High-Entropy Alloys Design—0
Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers—0
KonvLiNA: Integrating Kolmogorov-Arnold Network with Linear Nyström Attention for feature fusion in Crop Field Detection—0
Local Control Networks (LCNs): Optimizing Flexibility in Neural Network Data Pattern Capture—0
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks—0
Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis—0
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification—0
MixerFlow: MLP-Mixer meets Normalising Flows—0
Mixer-Informer-Based Two-Stage Transfer Learning for Long-Sequence Load Forecasting in Newly Constructed Electric Vehicle Charging Stations—0
Model Comparisons: XNet Outperforms KAN—0
Multi-Exit Kolmogorov-Arnold Networks: enhancing accuracy and parsimony—0
Multifidelity Kolmogorov-Arnold Networks—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
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
Representation Meets Optimization: Training PINNs and PIKANs for Gray-Box Discovery in Systems Pharmacology—0
Rethinking Distributional IVs: KAN-Powered D-IV-LATE & Model Choice—0
Scalable Bayesian Physics-Informed Kolmogorov-Arnold Networks—0
Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation—0
Smooth Kolmogorov Arnold networks enabling structural knowledge representation—0
SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks—0
State-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification—0
Suitability of KANs for Computer Vision: A preliminary investigation—0
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network—0
Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis—0
TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting—0
UKAN: Unbound Kolmogorov-Arnold Network Accompanied with Accelerated Library—0
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