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A Comprehensive Survey on Kolmogorov Arnold Networks (KAN)
13 July 2024
Yuntian Hou
Di zhang
AI4CE
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Papers citing
"A Comprehensive Survey on Kolmogorov Arnold Networks (KAN)"
29 / 29 papers shown
PIKAN: Physics-Inspired Kolmogorov-Arnold Networks for Explainable UAV Channel Modelling
Kürşat Tekbıyık
Gunes Karabulut Kurt
Antoine Lesage-Landry
92
0
0
07 Oct 2025
Interpretable Clinical Classification with Kolgomorov-Arnold Networks
Alejandro Almodóvar
Patricia A. Apellániz
Alba Garrido
Fernando Fernández-Salvador
Santiago Zazo
J. Parras
181
1
0
20 Sep 2025
Spontaneous Kolmogorov-Arnold Geometry in Shallow MLPs
Michael Freedman
Michael Mulligan
66
1
0
15 Sep 2025
Lookup multivariate Kolmogorov-Arnold Networks
Sergey Pozdnyakov
Philippe Schwaller
150
0
0
08 Sep 2025
QuadKAN: KAN-Enhanced Quadruped Motion Control via End-to-End Reinforcement Learning
Yinuo Wang
Gavin Tao
134
0
0
26 Aug 2025
Combating Noisy Labels via Dynamic Connection Masking
Xinlei Zhang
Fan Liu
Chuanyi Zhang
Fan Cheng
Yuhui Zheng
NoLa
315
1
0
13 Aug 2025
Comparative Evaluation of Kolmogorov-Arnold Autoencoders and Orthogonal Autoencoders for Fault Detection with Varying Training Set Sizes
Enrique Luna Villagómez
Vladimir Mahalec
74
0
0
04 Aug 2025
KANMixer: Can KAN Serve as a New Modeling Core for Long-term Time Series Forecasting?
Lingyu Jiang
Y. X. R. Wang
Yao Su
Shuo Xing
Wenjing Chen
...
Zhengzhong Tu
Ziming Zhang
Fangzhou Lin
Michael R. Zielewski
Kazunori D Yamada
AI4TS
KELM
107
1
0
03 Aug 2025
Capsule-ConvKAN: A Hybrid Neural Approach to Medical Image Classification
Laura Pituková
Peter Sinčák
László József Kovács
Peng Wang
MedIm
200
0
0
08 Jul 2025
Taylor expansion-based Kolmogorov-Arnold network for blind image quality assessment
Journal of Visual Communication and Image Representation (JVCIR), 2025
Ze Chen
Shaode Yu
184
3
0
27 May 2025
Leveraging KANs for Expedient Training of Multichannel MLPs via Preconditioning and Geometric Refinement
Jonas A. Actor
Graham Harper
Ben Southworth
E. Cyr
240
3
0
23 May 2025
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies
Yizhou Ma
Zhuoqin Yang
Luis-Daniel Ibáñez
426
2
0
12 May 2025
A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging
Youngjoon Lee
J. Gong
Joonhyuk Kang
FedML
372
5
0
28 Apr 2025
asKAN: Active Subspace embedded Kolmogorov-Arnold Network
Zhiteng Zhou
Zhaoyue Xu
Yi Liu
Shizhao Wang
152
2
0
07 Apr 2025
Geometric Kolmogorov-Arnold Superposition Theorem
Francesco Alesiani
Takashi Maruyama
Henrik Christiansen
Viktor Zaverkin
363
2
0
23 Feb 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks
IEEE Transactions on Signal Processing (IEEE TSP), 2025
Yihang Gao
Michael K. Ng
Vincent Y. F. Tan
471
2
0
17 Feb 2025
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions
Eric A. F. Reinhardt
P. R. Dinesh
S. Gleyzer
308
28
0
28 Jan 2025
KANs for Computer Vision: An Experimental Study
Karthik Mohan
Hanxiao Wang
Xiatian Zhu
239
5
0
27 Nov 2024
KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward
Divesh Basina
Joseph Raj Vishal
Aarya Choudhary
Bharatesh Chakravarthi
294
1
0
15 Nov 2024
A Survey on Kolmogorov-Arnold Network
ACM Computing Surveys (ACM CSUR), 2024
Shriyank Somvanshi
Syed Aaqib Javed
Md Monzurul Islam
Diwas Pandit
Subasish Das
AI4TS
AI4CE
378
123
0
09 Nov 2024
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks
Quan Zhou
Changhua Pei
Fei Sun
Jing Han
Zhengwei Gao
Dan Pei
Haiming Zhang
Gaogang Xie
Jianhui Li
AI4TS
718
17
0
01 Nov 2024
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets
Computers & graphics (CG), 2024
Ali Kashefi
3DPC
368
25
0
14 Oct 2024
On the Convergence of (Stochastic) Gradient Descent for Kolmogorov--Arnold Networks
Yihang Gao
Vincent Y. F. Tan
ODL
157
2
0
10 Oct 2024
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks
International Conference on Learning Representations (ICLR), 2024
Xianyang Zhang
Huijuan Zhou
280
5
0
10 Oct 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning
Ray Congrui Yu
Sherry Wu
Jiang Gui
496
9
0
07 Oct 2024
On the expressiveness and spectral bias of KANs
International Conference on Learning Representations (ICLR), 2024
Yixuan Wang
Jonathan W. Siegel
Ziming Liu
Thomas Y. Hou
391
37
0
02 Oct 2024
KAN v.s. MLP for Offline Reinforcement Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Haihong Guo
Fengxin Li
Jiao Li
Hongyan Liu
OffRL
264
1
0
15 Sep 2024
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessment
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Shaode Yu
Ze Chen
Zhimu Yang
Jiacheng Gu
Bizu Feng
220
8
0
12 Sep 2024
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective
Tal Alter
Raz Lapid
Moshe Sipper
AAML
475
14
0
25 Aug 2024
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