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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 51–100 of 255 papers

TitleStatusHype
HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks—0
Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers?—0
NukesFormers: Unpaired Hyperspectral Image Generation with Non-Uniform Domain Alignment—0
AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation LearningCode0
Exploring Adversarial Transferability between Kolmogorov-arnold Networks—0
Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)—0
TrafficKAN-GCN: Graph Convolutional-based Kolmogorov-Arnold Network for Traffic Flow OptimizationCode0
PostHoc FREE Calibrating on Kolmogorov Arnold Networks—0
ViKANformer: Embedding Kolmogorov Arnold Networks in Vision Transformers for Pattern-Based Learning—0
Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction—0
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification—0
Recurrent Neural Networks for Dynamic VWAP Execution: Adaptive Trading Strategies with Temporal Kolmogorov-Arnold NetworksCode0
TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting—0
DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting—0
Advancing Out-of-Distribution Detection via Local NeuroplasticityCode0
seqKAN: Sequence processing with Kolmogorov-Arnold NetworksCode0
MatrixKAN: Parallelized Kolmogorov-Arnold NetworkCode0
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks—0
CVKAN: Complex-Valued Kolmogorov-Arnold NetworksCode0
Data-Efficient Model for Psychological Resilience Prediction based on Neurological Data—0
Forecasting VIX using interpretable Kolmogorov-Arnold networks—0
On the study of frequency control and spectral bias in Wavelet-Based Kolmogorov Arnold networks: A path to physics-informed KANs—0
Enhancing Neural Function Approximation: The XNet Outperforming KAN—0
A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks—0
RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction—0
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular ClassificationCode0
Local Control Networks (LCNs): Optimizing Flexibility in Neural Network Data Pattern Capture—0
Which Optimizer Works Best for Physics-Informed Neural 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
Scalable Bayesian Physics-Informed Kolmogorov-Arnold Networks—0
Kolmogorov-Arnold Networks for Time Series Granger Causality Inference—0
PRKAN: Parameter-Reduced Kolmogorov-Arnold NetworksCode0
UNetVL: Enhancing 3D Medical Image Segmentation with Chebyshev KAN Powered Vision-LSTMCode0
Kolmogorov-Arnold Networks and Evolutionary Game Theory for More Personalized Cancer Treatment—0
Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers—0
Kolmogorov-Arnold networks for metal surface defect classification—0
DAREK -- Distance Aware Error for Kolmogorov Networks—0
KM-UNet KAN Mamba UNet for medical image segmentationCode1
Deep Fair Multi-View Clustering with Attention KAN—0
Advancing Parkinson's Disease Progression Prediction: Comparing Long Short-Term Memory Networks and Kolmogorov-Arnold Networks—0
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation—0
From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology—0
KKANs: Kurkova-Kolmogorov-Arnold Networks and Their Learning Dynamics—0
Zero Shot Time Series Forecasting Using Kolmogorov Arnold Networks—0
Granger Causality Detection with Kolmogorov-Arnold Networks—0
You KAN Do It in a Single Shot: Plug-and-Play Methods with Single-Instance Priors—0
CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor—0
Beyond Tree Models: A Hybrid Model of KAN and gMLP for Large-Scale Financial Tabular Data—0
Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networksCode1
Non-linear Equalization in 112 Gb/s PONs Using Kolmogorov-Arnold Networks—0
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