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Kolmogorov-Arnold Networks

Papers presenting models which utilize Kolmogorov-Arnold networks as their underlying architecture.

Papers

Showing 176200 of 255 papers

TitleStatusHype
Smooth Kolmogorov Arnold networks enabling structural knowledge representation0
SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks0
State-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification0
Suitability of KANs for Computer Vision: A preliminary investigation0
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network0
Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis0
TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting0
UKAN: Unbound Kolmogorov-Arnold Network Accompanied with Accelerated Library0
Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of 3-hinge Gyrus0
ViKANformer: Embedding Kolmogorov Arnold Networks in Vision Transformers for Pattern-Based Learning0
VulCatch: Enhancing Binary Vulnerability Detection through CodeT5 Decompilation and KAN Advanced Feature Extraction0
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 Priors0
DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks0
KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward0
KHRONOS: a Kernel-Based Neural Architecture for Rapid, Resource-Efficient Scientific Computation0
KKANs: Kurkova-Kolmogorov-Arnold Networks and Their Learning Dynamics0
KLCBL: An Improved Police Incident Classification Model0
Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers?0
Kolmogorov-Arnold Networks and Evolutionary Game Theory for More Personalized Cancer Treatment0
Kolmogorov-Arnold Networks: Approximation and Learning Guarantees for Functions and their Derivatives0
Kolmogorov-Arnold networks for metal surface defect classification0
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability0
Kolmogorov-Arnold Networks for Time Series Granger Causality Inference0
Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice0
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