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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 151–200 of 255 papers

TitleStatusHype
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
Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of 3-hinge Gyrus—0
ViKANformer: Embedding Kolmogorov Arnold Networks in Vision Transformers for Pattern-Based Learning—0
VulCatch: Enhancing Binary Vulnerability Detection through CodeT5 Decompilation and KAN Advanced Feature Extraction—0
Which Optimizer Works Best for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks?—0
You KAN Do It in a Single Shot: Plug-and-Play Methods with Single-Instance Priors—0
DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks—0
KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward—0
KHRONOS: a Kernel-Based Neural Architecture for Rapid, Resource-Efficient Scientific Computation—0
KKANs: Kurkova-Kolmogorov-Arnold Networks and Their Learning Dynamics—0
KLCBL: An Improved Police Incident Classification Model—0
Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers?—0
Kolmogorov-Arnold Networks and Evolutionary Game Theory for More Personalized Cancer Treatment—0
Kolmogorov-Arnold Networks: Approximation and Learning Guarantees for Functions and their Derivatives—0
Kolmogorov-Arnold networks for metal surface defect classification—0
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability—0
Kolmogorov-Arnold Networks for Time Series Granger Causality Inference—0
Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice—0
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