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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
Kolmogorov-Arnold Networks in Low-Data Regimes: A Comparative Study with Multilayer Perceptrons—0
Kolmogorov-Arnold Networks (KANs) for Time Series Analysis—0
Kolmogorov-Arnold Neural Networks for High-Entropy Alloys Design—0
Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers—0
KonvLiNA: Integrating Kolmogorov-Arnold Network with Linear Nyström Attention for feature fusion in Crop Field Detection—0
Local Control Networks (LCNs): Optimizing Flexibility in Neural Network Data Pattern Capture—0
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks—0
Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis—0
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification—0
MixerFlow: MLP-Mixer meets Normalising Flows—0
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language UnderstandingCode0
Novel Extraction of Discriminative Fine-Grained Feature to Improve Retinal Vessel SegmentationCode0
Evaluating Federated Kolmogorov-Arnold Networks on Non-IID DataCode0
A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical ImagingCode0
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of ExpertsCode0
KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional ElementsCode0
Enhancing Low-Light Images with Kolmogorov–Arnold Networks in Transformer AttentionCode0
KAC: Kolmogorov-Arnold Classifier for Continual LearningCode0
Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output CodesCode0
Kolmogorov-Arnold Network AutoencodersCode0
Function Fitting Based on Kolmogorov-Arnold Theorem and Kernel FunctionsCode0
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular ClassificationCode0
DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC DesignCode0
F-KANs: Federated Kolmogorov-Arnold NetworksCode0
TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image SegmentationCode0
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