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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 31–40 of 255 papers

TitleStatusHype
Efficient Implicit Neural Compression of Point Clouds via Learnable Activation in Latent Space—0
KAN or MLP? Point Cloud Shows the Way ForwardCode1
ChemKANs for Combustion Chemistry Modeling and Acceleration—0
Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis—0
MLPs and KANs for data-driven learning in physical problems: A performance comparisonCode0
Representation Meets Optimization: Training PINNs and PIKANs for Gray-Box Discovery in Systems Pharmacology—0
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network—0
Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometriesCode0
Extending Cox Proportional Hazards Model with Symbolic Non-Linear Log-Risk Functions for Survival AnalysisCode0
Opening the Black-Box: Symbolic Regression with Kolmogorov-Arnold Networks for Energy Applications—0
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