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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 1–25 of 255 papers

TitleStatusHype
State-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification—0
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning ModelsCode0
Rethinking Distributional IVs: KAN-Powered D-IV-LATE & Model Choice—0
System Identification Using Kolmogorov-Arnold Networks: A Case Study on Buck Converters—0
Neural Tangent Kernel Analysis to Probe Convergence in Physics-informed Neural Solvers: PIKANs vs. PINNs—0
Multi-Exit Kolmogorov-Arnold Networks: enhancing accuracy and parsimony—0
Probing Quantum Spin Systems with Kolmogorov-Arnold Neural Network Quantum States—0
Automated Modeling Method for Pathloss Model DiscoveryCode0
Input Convex Kolmogorov Arnold Networks—0
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language UnderstandingCode0
TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image SegmentationCode0
Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks—0
X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine LearningCode0
Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks—0
KHRONOS: a Kernel-Based Neural Architecture for Rapid, Resource-Efficient Scientific Computation—0
Personalized Control for Lower Limb Prosthesis Using Kolmogorov-Arnold Networks—0
AC-PKAN: Attention-Enhanced and Chebyshev Polynomial-Based Physics-Informed Kolmogorov-Arnold Networks—0
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold NetworksCode1
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies—0
FMEnets: Flow, Material, and Energy networks for non-ideal plug flow reactor design—0
Mixer-Informer-Based Two-Stage Transfer Learning for Long-Sequence Load Forecasting in Newly Constructed Electric Vehicle Charging Stations—0
Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output CodesCode0
Prediction via Shapley Value RegressionCode0
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer—0
Novel Extraction of Discriminative Fine-Grained Feature to Improve Retinal Vessel SegmentationCode0
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