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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 11–20 of 255 papers

TitleStatusHype
Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold NetworksCode2
KAGNNs: Kolmogorov-Arnold Networks meet Graph LearningCode2
GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold NetworksCode2
Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving forward and inverse problems based on Kolmogorov Arnold NetworksCode2
U-KAN Makes Strong Backbone for Medical Image Segmentation and GenerationCode2
ReLU-KAN: New Kolmogorov-Arnold Networks that Only Need Matrix Addition, Dot Multiplication, and ReLUCode2
A Temporal Kolmogorov-Arnold Transformer for Time Series ForecastingCode2
Wav-KAN: Wavelet Kolmogorov-Arnold NetworksCode2
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold NetworksCode1
KAN or MLP? Point Cloud Shows the Way ForwardCode1
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