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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 201–225 of 255 papers

TitleStatusHype
Can Kans (re)discover predictive models for Direct-Drive Laser Fusion?—0
Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption—0
Reimagining Linear Probing: Kolmogorov-Arnold Networks in Transfer Learning—0
KANtrol: A Physics-Informed Kolmogorov-Arnold Network Framework for Solving Multi-Dimensional and Fractional Optimal Control Problems—0
A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data—0
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge—0
Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks—0
DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis—0
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks—0
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective—0
KonvLiNA: Integrating Kolmogorov-Arnold Network with Linear Nyström Attention for feature fusion in Crop Field Detection—0
UKAN: Unbound Kolmogorov-Arnold Network Accompanied with Accelerated Library—0
Detecting the Undetectable: Combining Kolmogorov-Arnold Networks and MLP for AI-Generated Image Detection—0
CTR-KAN: KAN for Adaptive High-Order Feature Interaction ModelingCode0
Activation Space Selectable Kolmogorov-Arnold Networks—0
KAN versus MLP on Irregular or Noisy Functions—0
Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice—0
Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust AnalysisCode0
VulCatch: Enhancing Binary Vulnerability Detection through CodeT5 Decompilation and KAN Advanced Feature Extraction—0
Physics-Informed Kolmogorov-Arnold Networks for Power System Dynamics—0
From Black Box to Clarity: AI-Powered Smart Grid Optimization with Kolmogorov-Arnold Networks—0
Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability—0
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example—0
KAN based Autoencoders for Factor Models—0
GNN-SKAN: Harnessing the Power of SwallowKAN to Advance Molecular Representation Learning with GNNs—0
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