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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
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
Zero Shot Time Series Forecasting Using Kolmogorov Arnold Networks—0
TASI Lectures on Physics for Machine Learning—0
GNN-SKAN: Harnessing the Power of SwallowKAN to Advance Molecular Representation Learning with GNNs—0
KAN based Autoencoders for Factor Models—0
Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability—0
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example—0
Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction—0
System Identification Using Kolmogorov-Arnold Networks: A Case Study on Buck Converters—0
2D and 3D Deep Learning Models for MRI-based Parkinson's Disease Classification: A Comparative Analysis of Convolutional Kolmogorov-Arnold Networks, Convolutional Neural Networks, and Graph Convolutional Networks—0
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge—0
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks—0
A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data—0
A Comprehensive Survey on Kolmogorov Arnold Networks (KAN)—0
AC-PKAN: Attention-Enhanced and Chebyshev Polynomial-Based Physics-Informed Kolmogorov-Arnold Networks—0
Activation Space Selectable Kolmogorov-Arnold Networks—0
Advancing Parkinson's Disease Progression Prediction: Comparing Long Short-Term Memory Networks and Kolmogorov-Arnold Networks—0
Adversarial-Ensemble Kolmogorov Arnold Networks for Enhancing Indoor Wi-Fi Positioning: A Defensive Approach Against Spoofing and Signal Manipulation Attacks—0
A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks—0
Anant-Net: Breaking the Curse of Dimensionality with Scalable and Interpretable Neural Surrogate for High-Dimensional PDEs—0
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