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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 101–125 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
TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting—0
Recurrent Neural Networks for Dynamic VWAP Execution: Adaptive Trading Strategies with Temporal Kolmogorov-Arnold NetworksCode0
DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting—0
seqKAN: Sequence processing with Kolmogorov-Arnold NetworksCode0
Advancing Out-of-Distribution Detection via Local NeuroplasticityCode0
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
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