Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks

Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks

21 June 2024

Minjong Cheon

Papers citing "Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks"

8 / 8 papers shown

Title
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Yizhou Ma Zhuoqin Yang Luis-Daniel Ibáñez 39 0 0 12 May 2025
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation Xianping Ma Ziyao Wang Yin Hu Xiaokang Zhang Man-On Pun 46 0 0 13 Jan 2025
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 37 9 0 02 Oct 2024
KAN v.s. MLP for Offline Reinforcement Learning Haihong Guo Fengxin Li Jiao Li Hongyan Liu OffRL 28 0 0 15 Sep 2024
HSR-KAN: Efficient Hyperspectral Image Super-Resolution via Kolmogorov-Arnold Networks Baisong Li Xingwang Wang Haixiao Xu 28 1 0 24 Aug 2024
Kolmogorov-Arnold Network for Satellite Image Classification in Remote Sensing Minjong Cheon 43 43 0 02 Jun 2024
On the Kolmogorov neural networks Aysu Ismayilova V. Ismailov 24 17 0 31 Oct 2023
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 271 2,603 0 04 May 2021