PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets

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PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets

14 October 2024

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Papers citing "PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets"

8 / 8 papers shown

Title
Dynamic Graph CNN with Jacobi Kolmogorov-Arnold Networks for 3D Classification of Point Sets Hanaa El Afia Said Ohamouddou R. Chiheb A. E. Afia 3DPC 22 0 0 17 May 2025
KAN or MLP? Point Cloud Shows the Way Forward Yan Shi Qingdong He Yijun Liu Xiaoyu Liu Jingyong Su 3DPC 148 0 0 18 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 106 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 123 0 0 31 Mar 2025
A Survey on Kolmogorov-Arnold Network Shriyank Somvanshi Syed Aaqib Javed Md Monzurul Islam Diwas Pandit Subasish Das AI4TS AI4CE 122 28 0 09 Nov 2024
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning Roman Bresson Giannis Nikolentzos G. Panagopoulos Michail Chatzianastasis Jun Pang Michalis Vazirgiannis 178 51 0 26 Jun 2024
Convolutional Kolmogorov-Arnold Networks Alexander Dylan Bodner Antonio Santiago Tepsich Jack Natan Spolski Santiago Pourteau 90 71 0 19 Jun 2024
KAN: Kolmogorov-Arnold Networks Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson Marin Soljacic Thomas Y. Hou Max Tegmark 318 591 0 30 Apr 2024