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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
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
Enhancing Neural Function Approximation: The XNet Outperforming KAN—0
EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials—0
Mixer-Informer-Based Two-Stage Transfer Learning for Long-Sequence Load Forecasting in Newly Constructed Electric Vehicle Charging Stations—0
Model Comparisons: XNet Outperforms KAN—0
Multi-Exit Kolmogorov-Arnold Networks: enhancing accuracy and parsimony—0
Multifidelity Kolmogorov-Arnold Networks—0
MvKeTR: Chest CT Report Generation with Multi-View Perception and Knowledge Enhancement—0
Neural Tangent Kernel Analysis to Probe Convergence in Physics-informed Neural Solvers: PIKANs vs. PINNs—0
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