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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 41–50 of 255 papers

TitleStatusHype
Opening the Black-Box: Symbolic Regression with Kolmogorov-Arnold Networks for Energy Applications—0
Function Fitting Based on Kolmogorov-Arnold Theorem and Kernel FunctionsCode0
Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification, An Interpretable Multi-Omics Approach—0
KAC: Kolmogorov-Arnold Classifier for Continual LearningCode0
GPT Meets Graphs and KAN Splines: Testing Novel Frameworks on Multitask Fine-Tuned GPT-2 with LoRA—0
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation—0
Surrogate Learning in Meta-Black-Box Optimization: A Preliminary StudyCode2
Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation—0
KANITE: Kolmogorov-Arnold Networks for ITE estimation—0
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral PerspectiveCode1
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