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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 81–90 of 255 papers

TitleStatusHype
OccuEMBED: Occupancy Extraction Merged with Building Energy Disaggregation for Occupant-Responsive Operation at Scale—0
Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning—0
Kolmogorov-Arnold Networks: Approximation and Learning Guarantees for Functions and their Derivatives—0
Efficient Implicit Neural Compression of Point Clouds via Learnable Activation in Latent Space—0
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
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