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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 126–150 of 255 papers

TitleStatusHype
Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)—0
Can Kans (re)discover predictive models for Direct-Drive Laser Fusion?—0
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision—0
Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation—0
ChemKANs for Combustion Chemistry Modeling and Acceleration—0
CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor—0
Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning—0
DAREK -- Distance Aware Error for Kolmogorov Networks—0
Data-driven model discovery with Kolmogorov-Arnold networks—0
Data-Efficient Model for Psychological Resilience Prediction based on Neurological Data—0
Deep Fair Multi-View Clustering with Attention KAN—0
Deep State Space Recurrent Neural Networks for Time Series Forecasting—0
Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks—0
Detecting the Undetectable: Combining Kolmogorov-Arnold Networks and MLP for AI-Generated Image Detection—0
DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting—0
DP-KAN: Differentially Private Kolmogorov-Arnold Networks—0
Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel KAN Adapter for Enhanced Feature Adaptation—0
DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis—0
Effective Integration of KAN for Keyword Spotting—0
Efficient Implicit Neural Compression of Point Clouds via Learnable Activation in Latent Space—0
Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption—0
Incorporating Arbitrary Matrix Group Equivariance into KANs—0
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks—0
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies—0
Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks—0
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