Browse State-of-the-Art › Kolmogorov-Arnold Networks › Papers, page 3
Kolmogorov-Arnold Networks
Papers archive 2025-07-28
archive papers tagged: 255 · with a code link: 98 · where Syntology ran a sample: 18 (15 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (18 of 255 tagged: 15 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)
Page 3 of 3: papers 201 to 255 of 255, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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KANOP: A Data-Efficient Option Pricing Model using Kolmogorov-Arnold Networks1 Oct 2024 0 repositories listed
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Data-driven model discovery with Kolmogorov-Arnold networks23 Sep 2024 0 repositories listed
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ASPINN: An asymptotic strategy for solving singularly perturbed differential equations20 Sep 2024 0 repositories listed
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Kolmogorov-Arnold Networks in Low-Data Regimes: A Comparative Study with Multilayer Perceptrons16 Sep 2024 0 repositories listed
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KAN v.s. MLP for Offline Reinforcement Learning15 Sep 2024 0 repositories listed
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KAN-HyperpointNet for Point Cloud Sequence-Based 3D Human Action Recognition14 Sep 2024 0 repositories listed
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Can Kans (re)discover predictive models for Direct-Drive Laser Fusion?13 Sep 2024 0 repositories listed
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Effective Integration of KAN for Keyword Spotting13 Sep 2024 0 repositories listed
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Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption12 Sep 2024 0 repositories listed
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Reimagining Linear Probing: Kolmogorov-Arnold Networks in Transfer Learning12 Sep 2024 0 repositories listed
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KANtrol: A Physics-Informed Kolmogorov-Arnold Network Framework for Solving Multi-Dimensional and Fractional Optimal Control Problems10 Sep 2024 0 repositories listed
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A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data9 Sep 2024 0 repositories listed
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AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge30 Aug 2024 0 repositories listed
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Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks28 Aug 2024 0 repositories listed
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DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis27 Aug 2024 0 repositories listed
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GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks27 Aug 2024 0 repositories listed
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On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective25 Aug 2024 0 repositories listed
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KonvLiNA: Integrating Kolmogorov-Arnold Network with Linear Nyström Attention for feature fusion in Crop Field Detection23 Aug 2024 0 repositories listed
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UKAN: Unbound Kolmogorov-Arnold Network Accompanied with Accelerated Library20 Aug 2024 0 repositories listed
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Detecting the Undetectable: Combining Kolmogorov-Arnold Networks and MLP for AI-Generated Image Detection18 Aug 2024 0 repositories listed
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Activation Space Selectable Kolmogorov-Arnold Networks15 Aug 2024 0 repositories listed
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KAN versus MLP on Irregular or Noisy Functions15 Aug 2024 0 repositories listed
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Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice15 Aug 2024 0 repositories listed
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Physics-Informed Kolmogorov-Arnold Networks for Power System Dynamics13 Aug 2024 0 repositories listed
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VulCatch: Enhancing Binary Vulnerability Detection through CodeT5 Decompilation and KAN Advanced Feature Extraction13 Aug 2024 0 repositories listed
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From Black Box to Clarity: AI-Powered Smart Grid Optimization with Kolmogorov-Arnold Networks7 Aug 2024 0 repositories listed
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Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability5 Aug 2024 0 repositories listed
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KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example5 Aug 2024 0 repositories listed
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KAN based Autoencoders for Factor Models4 Aug 2024 0 repositories listed
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GNN-SKAN: Harnessing the Power of SwallowKAN to Advance Molecular Representation Learning with GNNs2 Aug 2024 0 repositories listed
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TASI Lectures on Physics for Machine Learning31 Jul 2024 0 repositories listed
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DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks30 Jul 2024 0 repositories listed
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Gaussian Process Kolmogorov-Arnold Networks25 Jul 2024 0 repositories listed
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2D and 3D Deep Learning Models for MRI-based Parkinson's Disease Classification: A Comparative Analysis of Convolutional Kolmogorov-Arnold Networks, Convolutional Neural Networks, and Graph Convolutional Networks24 Jul 2024 0 repositories listed
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Image Classification using Fuzzy Pooling in Convolutional Kolmogorov-Arnold Networks23 Jul 2024 0 repositories listed
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Inferring turbulent velocity and temperature fields and their statistics from Lagrangian velocity measurements using physics-informed Kolmogorov-Arnold Networks22 Jul 2024 0 repositories listed
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Deep State Space Recurrent Neural Networks for Time Series Forecasting21 Jul 2024 0 repositories listed
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Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise20 Jul 2024 0 repositories listed
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DP-KAN: Differentially Private Kolmogorov-Arnold Networks17 Jul 2024 0 repositories listed
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Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis14 Jul 2024 0 repositories listed
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A Comprehensive Survey on Kolmogorov Arnold Networks (KAN)13 Jul 2024 0 repositories listed
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KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics5 Jul 2024 0 repositories listed
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Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition16 Jun 2024 0 repositories listed
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Suitability of KANs for Computer Vision: A preliminary investigation13 Jun 2024 0 repositories listed
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GKAN: Graph Kolmogorov-Arnold Networks10 Jun 2024 0 repositories listed
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A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks5 Jun 2024 0 repositories listed
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Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability4 Jun 2024 0 repositories listed
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iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets3 Jun 2024 0 repositories listed
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An Innovative Networks in Federated Learning28 May 2024 0 repositories listed
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Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks23 May 2024 0 repositories listed
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Smooth Kolmogorov Arnold networks enabling structural knowledge representation18 May 2024 0 repositories listed
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Kolmogorov-Arnold Networks (KANs) for Time Series Analysis14 May 2024 0 repositories listed
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Predictive Modeling of Flexible EHD Pumps using Kolmogorov-Arnold Networks13 May 2024 0 repositories listed
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Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation12 May 2024 0 repositories listed
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MixerFlow: MLP-Mixer meets Normalising Flows25 Oct 2023 0 repositories listed