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Kolmogorov-Arnold Networks

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

Papers

Showing 201–225 of 255 papers

TitleStatusHype
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
Exploring Adversarial Transferability between Kolmogorov-arnold Networks—0
Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks—0
Finite basis Kolmogorov-Arnold networks: domain decomposition for data-driven and physics-informed problems—0
FMEnets: Flow, Material, and Energy networks for non-ideal plug flow reactor design—0
Forecasting VIX using interpretable Kolmogorov-Arnold networks—0
From Black Box to Clarity: AI-Powered Smart Grid Optimization with Kolmogorov-Arnold Networks—0
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning—0
Gaussian Process Kolmogorov-Arnold Networks—0
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks—0
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks—0
GKAN: Graph Kolmogorov-Arnold Networks—0
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