v1v2v3v4 (latest)

A Comprehensive Survey on Kolmogorov Arnold Networks (KAN)

13 July 2024

Papers citing "A Comprehensive Survey on Kolmogorov Arnold Networks (KAN)"

28 / 28 papers shown

Title
PIKAN: Physics-Inspired Kolmogorov-Arnold Networks for Explainable UAV Channel Modelling Kürşat Tekbıyık Gunes Karabulut Kurt Antoine Lesage-Landry 60 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 150 1 0 20 Sep 2025
Lookup multivariate Kolmogorov-Arnold Networks Sergey Pozdnyakov Philippe Schwaller 116 0 0 08 Sep 2025
QuadKAN: KAN-Enhanced Quadruped Motion Control via End-to-End Reinforcement Learning Yinuo Wang Gavin Tao 98 0 0 26 Aug 2025
Combating Noisy Labels via Dynamic Connection Masking Xinlei Zhang Fan Liu Chuanyi Zhang Fan Cheng Yuhui Zheng NoLa 220 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 68 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 84 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 151 0 0 08 Jul 2025
Taylor expansion-based Kolmogorov-Arnold network for blind image quality assessmentJournal of Visual Communication and Image Representation (JVCIR), 2025 Ze Chen Shaode Yu 151 2 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 185 1 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 369 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 277 4 0 28 Apr 2025
asKAN: Active Subspace embedded Kolmogorov-Arnold Network Zhiteng Zhou Zhaoyue Xu Yi Liu Shizhao Wang 119 1 0 07 Apr 2025
Geometric Kolmogorov-Arnold Superposition Theorem Francesco Alesiani Takashi Maruyama Henrik Christiansen Viktor Zaverkin 306 1 0 23 Feb 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2025 Yihang Gao Michael K. Ng Vincent Y. F. Tan 428 2 0 17 Feb 2025
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions Eric A. F. Reinhardt P. R. Dinesh S. Gleyzer 252 24 0 28 Jan 2025
KANs for Computer Vision: An Experimental Study Karthik Mohan Hanxiao Wang Xiatian Zhu 183 4 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 260 1 0 15 Nov 2024
A Survey on Kolmogorov-Arnold NetworkACM Computing Surveys (ACM CSUR), 2024 Shriyank Somvanshi Syed Aaqib Javed Md Monzurul Islam Diwas Pandit Subasish Das AI4TS AI4CE 322 108 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 602 14 0 01 Nov 2024
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point SetsComputers & graphics (CG), 2024 Ali Kashefi 3DPC 310 21 0 14 Oct 2024
On the Convergence of (Stochastic) Gradient Descent for Kolmogorov--Arnold Networks Yihang Gao Vincent Y. F. Tan ODL 108 2 0 10 Oct 2024
Generalization Bounds and Model Complexity for Kolmogorov-Arnold NetworksInternational Conference on Learning Representations (ICLR), 2024 Xianyang Zhang Huijuan Zhou 256 5 0 10 Oct 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning Ray Congrui Yu Sherry Wu Jiang Gui 389 6 0 07 Oct 2024
On the expressiveness and spectral bias of KANsInternational Conference on Learning Representations (ICLR), 2024 Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 306 30 0 02 Oct 2024
KAN v.s. MLP for Offline Reinforcement LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Haihong Guo Fengxin Li Jiao Li Hongyan Liu OffRL 223 1 0 15 Sep 2024
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessmentIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Shaode Yu Ze Chen Zhimu Yang Jiacheng Gu Bizu Feng 178 8 0 12 Sep 2024
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective Tal Alter Raz Lapid Moshe Sipper AAML 401 13 0 25 Aug 2024