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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 201–250 of 255 papers

TitleStatusHype
DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis—0
Effective Integration of KAN for Keyword Spotting—0
Efficient Implicit Neural Compression of Point Clouds via Learnable Activation in Latent Space—0
Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption—0
Incorporating Arbitrary Matrix Group Equivariance into KANs—0
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks—0
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies—0
Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks—0
Enhancing Neural Function Approximation: The XNet Outperforming KAN—0
EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials—0
Exploring Adversarial Transferability between Kolmogorov-arnold Networks—0
Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks—0
FMEnets: Flow, Material, and Energy networks for non-ideal plug flow reactor design—0
Forecasting VIX using interpretable Kolmogorov-Arnold networks—0
From Black Box to Clarity: AI-Powered Smart Grid Optimization with Kolmogorov-Arnold Networks—0
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning—0
Gaussian Process Kolmogorov-Arnold Networks—0
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks—0
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks—0
GKAN: Graph Kolmogorov-Arnold Networks—0
GPT Meets Graphs and KAN Splines: Testing Novel Frameworks on Multitask Fine-Tuned GPT-2 with LoRA—0
Granger Causality Detection with Kolmogorov-Arnold Networks—0
Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification, An Interpretable Multi-Omics Approach—0
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer—0
Hybrid deep additive neural networks—0
HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks—0
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets—0
Image Classification using Fuzzy Pooling in Convolutional Kolmogorov-Arnold Networks—0
Inferring turbulent velocity and temperature fields and their statistics from Lagrangian velocity measurements using physics-informed Kolmogorov-Arnold Networks—0
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition—0
Input Convex Kolmogorov Arnold Networks—0
Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks—0
KACDP: A Highly Interpretable Credit Default Prediction Model—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
KAN-HyperpointNet for Point Cloud Sequence-Based 3D Human Action Recognition—0
Kaninfradet3D:A Road-side Camera-LiDAR Fusion 3D Perception Model based on Nonlinear Feature Extraction and Intrinsic Correlation—0
KANITE: Kolmogorov-Arnold Networks for ITE estimation—0
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling—0
KAN/MultKAN with Physics-Informed Spline fitting (KAN-PISF) for ordinary/partial differential equation discovery of nonlinear dynamic systems—0
KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics—0
KANOP: A Data-Efficient Option Pricing Model using Kolmogorov-Arnold Networks—0
KANs for Computer Vision: An Experimental Study—0
KANsformer for Scalable Beamforming—0
KANtrol: A Physics-Informed Kolmogorov-Arnold Network Framework for Solving Multi-Dimensional and Fractional Optimal Control Problems—0
KAN versus MLP on Irregular or Noisy Functions—0
KAN v.s. MLP for Offline Reinforcement Learning—0
KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward—0
KHRONOS: a Kernel-Based Neural Architecture for Rapid, Resource-Efficient Scientific Computation—0
KKANs: Kurkova-Kolmogorov-Arnold Networks and Their Learning Dynamics—0
KLCBL: An Improved Police Incident Classification Model—0
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