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2405.06721
Cited By
Kolmogorov-Arnold Networks are Radial Basis Function Networks
10 May 2024
Ziyao Li
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Papers citing
"Kolmogorov-Arnold Networks are Radial Basis Function Networks"
42 / 42 papers shown
Title
Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes
Youngjoon Lee
J. Gong
Joonhyuk Kang
11
0
0
09 May 2025
A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging
Youngjoon Lee
J. Gong
Joonhyuk Kang
FedML
42
1
0
28 Apr 2025
ChemKANs for Combustion Chemistry Modeling and Acceleration
Benjamin C. Koenig
Suyong Kim
Sili Deng
AI4CE
30
1
0
17 Apr 2025
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network
Ali Eslamian
Alireza Afzal Aghaei
Qiang Cheng
LMTD
73
0
0
09 Apr 2025
Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometries
Ali Kashefi
T. Mukerji
3DPC
PINN
44
0
0
08 Apr 2025
Introducing the Short-Time Fourier Kolmogorov Arnold Network: A Dynamic Graph CNN Approach for Tree Species Classification in 3D Point Clouds
Said Ohamouddou
Mohamed Ohamouddou
Hanaa El Afia
A. E. Afia
Rafik Lasri
R. Chiheb
3DPC
42
0
0
31 Mar 2025
Enhancing Physics-Informed Neural Networks with a Hybrid Parallel Kolmogorov-Arnold and MLP Architecture
Zuyu Xu
Bin Lv
34
0
0
30 Mar 2025
KAC: Kolmogorov-Arnold Classifier for Continual Learning
Yusong Hu
Zichen Liang
Fei Yang
Qibin Hou
Xialei Liu
Ming-Ming Cheng
CLL
46
0
0
27 Mar 2025
AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning
Hoang-Thang Ta
Anh Tran
57
0
0
08 Mar 2025
Exploring Adversarial Transferability between Kolmogorov-arnold Networks
Songping Wang
Xinquan Yue
Yueming Lyu
Caifeng Shan
AAML
58
1
0
08 Mar 2025
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification
Zhuoqin Yang
Jiansong Zhang
Xiaoling Luo
Zheng Lu
Linlin Shen
MedIm
60
2
0
25 Feb 2025
LeanKAN: A Parameter-Lean Kolmogorov-Arnold Network Layer with Improved Memory Efficiency and Convergence Behavior
Benjamin C. Koenig
Suyong Kim
Sili Deng
KELM
56
2
0
25 Feb 2025
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular Classification
Ashim Dahal
Saydul Akbar Murad
Nick Rahimi
31
0
0
27 Jan 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
Taoran Fang
Tianhong Gao
Chunping Wang
Yihao Shang
Wei Chow
Lei Chen
Yang Yang
41
1
0
23 Jan 2025
Free-Knots Kolmogorov-Arnold Network: On the Analysis of Spline Knots and Advancing Stability
L. Zheng
W. Zhang
Lin Yue
Miao Xu
Olaf Maennel
Weitong Chen
49
1
0
17 Jan 2025
CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor
Taehyeun Kim
Anouck Girard
I. Kolmanovsky
64
3
0
04 Dec 2024
SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks
Bruno Jacob
Amanda A. Howard
P. Stinis
24
6
0
09 Nov 2024
A Survey on Kolmogorov-Arnold Network
Shriyank Somvanshi
Syed Aaqib Javed
Md Monzurul Islam
Diwas Pandit
Subasish Das
AI4TS
AI4CE
37
18
0
09 Nov 2024
LArctan-SKAN: Simple and Efficient Single-Parameterized Kolmogorov-Arnold Networks using Learnable Trigonometric Function
Zhijie Chen
Xinglin Zhang
16
2
0
25 Oct 2024
LSS-SKAN: Efficient Kolmogorov-Arnold Networks based on Single-Parameterized Function
Zhijie Chen
Xinglin Zhang
26
5
0
19 Oct 2024
Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data
Arthur Mendonça Sasse
Claudio Miceli de Farias
23
3
0
11 Oct 2024
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks
Xianyang Zhang
Huijuan Zhou
28
1
0
10 Oct 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning
Ray Congrui Yu
Sherry Wu
Jiang Gui
27
1
0
07 Oct 2024
Kolmogorov-Arnold Network Autoencoders
Mohammadamin Moradi
Shirin Panahi
Erik Bollt
Ying-Cheng Lai
18
38
0
02 Oct 2024
On the expressiveness and spectral bias of KANs
Yixuan Wang
Jonathan W. Siegel
Ziming Liu
Thomas Y. Hou
27
9
0
02 Oct 2024
Data-driven model discovery with Kolmogorov-Arnold networks
Mohammadamin Moradi
Shirin Panahi
Erik M. Bollt
Ying-Cheng Lai
16
2
0
23 Sep 2024
Kolmogorov-Arnold Transformer
Xingyi Yang
Xinchao Wang
28
15
0
16 Sep 2024
KAN 2.0: Kolmogorov-Arnold Networks Meet Science
Ziming Liu
Pingchuan Ma
Yixuan Wang
Wojciech Matusik
Max Tegmark
34
60
0
19 Aug 2024
Higher-order-ReLU-KANs (HRKANs) for solving physics-informed neural networks (PINNs) more accurately, robustly and faster
Chi Chiu So
Siu Pang Yung
27
5
0
09 Aug 2024
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example
Johannes Erdmann
F. Mausolf
Jan Lukas Späh
31
4
0
05 Aug 2024
DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks
Shrenik Zinage
Sudeepta Mondal
S. Sarkar
32
6
0
30 Jul 2024
Rethinking the Function of Neurons in KANs
Mohammed Ghaith Altarabichi
34
6
0
30 Jul 2024
Gaussian Process Kolmogorov-Arnold Networks
Andrew Siyuan Chen
21
0
0
25 Jul 2024
Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks
Spyros Rigas
M. Papachristou
Theofilos Papadopoulos
Fotios Anagnostopoulos
Georgios Alexandridis
AI4CE
23
15
0
24 Jul 2024
HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators Smarter
V. Lobanov
N. Firsov
Evgeny Myasnikov
Roman Khabibullin
A. Nikonorov
46
8
0
07 Jul 2024
KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics
Benjamin C. Koenig
Suyong Kim
Sili Deng
21
44
0
05 Jul 2024
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
Roman Bresson
Giannis Nikolentzos
G. Panagopoulos
Michail Chatzianastasis
Jun Pang
Michalis Vazirgiannis
58
42
0
26 Jun 2024
rKAN: Rational Kolmogorov-Arnold Networks
Alireza Afzal Aghaei
26
18
0
20 Jun 2024
Convolutional Kolmogorov-Arnold Networks
Alexander Dylan Bodner
Antonio Santiago Tepsich
Jack Natan Spolski
Santiago Pourteau
22
62
0
19 Jun 2024
BSRBF-KAN: A combination of B-splines and Radial Basis Functions in Kolmogorov-Arnold Networks
Hoang-Thang Ta
49
25
0
17 Jun 2024
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions
Alireza Afzal Aghaei
21
33
0
11 Jun 2024
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks
K. Shukla
Juan Diego Toscano
Zhicheng Wang
Zongren Zou
George Karniadakis
24
23
0
05 Jun 2024
1