Convolutional Kolmogorov-Arnold Networks

19 June 2024

Alexander Dylan Bodner

Antonio Santiago Tepsich

Jack Natan Spolski

Santiago Pourteau

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Papers citing "Convolutional Kolmogorov-Arnold Networks"

38 / 38 papers shown

Title
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 47 0 0 08 Apr 2025
KANITE: Kolmogorov-Arnold Networks for ITE estimation Eshan Mehendale Abhinav Thorat Ravi Kolla N. Pedanekar CML 62 0 0 18 Mar 2025
Exploring Adversarial Transferability between Kolmogorov-arnold Networks Songping Wang Xinquan Yue Yueming Lyu Caifeng Shan AAML 63 1 0 08 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
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning Jiuyang Dong Junjun Jiang Kui Jiang Jiahan Li Yongbing Zhang 38 0 0 28 Feb 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
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 66 0 0 17 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
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
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
KANs for Computer Vision: An Experimental Study Karthik Mohan Hanxiao Wang Xiatian Zhu 73 1 0 27 Nov 2024
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision Yueyang Cang Yu hang liu Li Shi 29 6 0 11 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
Kaninfradet3D:A Road-side Camera-LiDAR Fusion 3D Perception Model based on Nonlinear Feature Extraction and Intrinsic Correlation Pei Liu Nanfang Zheng Yiqun Li Junlan Chen Ziyuan Pu 16 1 0 21 Oct 2024
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets Ali Kashefi 3DPC 27 6 0 14 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 30 1 0 07 Oct 2024
Kolmogorov-Arnold Network Autoencoders Mohammadamin Moradi Shirin Panahi Erik Bollt Ying-Cheng Lai 21 38 0 02 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 32 9 0 02 Oct 2024
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Yanlin Wu Tao Li Zhihong Wang Hong Kang Along He ViT MedIm 29 1 0 23 Sep 2024
A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks Alessandro Cacciatore Valerio Morelli Federica Paganica Emanuele Frontoni Lucia Migliorelli Daniele Berardini CLL 26 3 0 20 Sep 2024
GaRField++: Reinforced Gaussian Radiance Fields for Large-Scale 3D Scene Reconstruction Hanyue Zhang Zhiliu Yang Xinhe Zuo Yuxin Tong Ying Long Chen Liu 3DGS 3DV 29 2 0 19 Sep 2024
Kolmogorov-Arnold Transformer Xingyi Yang Xinchao Wang 34 15 0 16 Sep 2024
KAN v.s. MLP for Offline Reinforcement Learning Haihong Guo Fengxin Li Jiao Li Hongyan Liu OffRL 28 0 0 15 Sep 2024
Effective Integration of KAN for Keyword Spotting Anfeng Xu Biqiao Zhang Shuyu Kong Yiteng Huang Zhaojun Yang Sangeeta Srivastava Ming Sun 29 5 0 13 Sep 2024
LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment Model Nasim Jamshidi Avanaki Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj VLM 35 1 0 30 Aug 2024
KonvLiNA: Integrating Kolmogorov-Arnold Network with Linear Nyström Attention for feature fusion in Crop Field Detection Haruna Yunusa Qin Shiyin A. Lawan Abdulrahman Hamman Adama Chukkol 29 1 0 23 Aug 2024
KAN 2.0: Kolmogorov-Arnold Networks Meet Science Ziming Liu Pingchuan Ma Yixuan Wang Wojciech Matusik Max Tegmark 37 60 0 19 Aug 2024
Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice Yang Lu Felix Zhan 26 1 0 15 Aug 2024
KAN versus MLP on Irregular or Noisy Functions Chen Zeng Jiahui Wang Haoran Shen Qiao Wang 34 6 0 15 Aug 2024
Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability Masoud Muhammed Hassan 33 2 0 05 Aug 2024
Rethinking the Function of Neurons in KANs Mohammed Ghaith Altarabichi 34 6 0 30 Jul 2024
F-KANs: Federated Kolmogorov-Arnold Networks E. Zeydan Cristian J. Vaca-Rubio Luis Blanco Roberto Pereira Marius Caus Abdullah Aydeger 41 6 0 29 Jul 2024
Exploring the Limitations of Kolmogorov-Arnold Networks in Classification: Insights to Software Training and Hardware Implementation Van Duy Tran Tran Xuan Hieu Le Thi Diem Tran H. Pham V. Le Tuan Hai Vu Van Tinh Nguyen Y. Nakashima 16 15 0 25 Jul 2024
Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise Haoran Shen Chen Zeng Jiahui Wang Qiao Wang 36 11 0 20 Jul 2024
HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators Smarter V. Lobanov N. Firsov Evgeny Myasnikov Roman Khabibullin A. Nikonorov 49 8 0 07 Jul 2024
Finite basis Kolmogorov-Arnold networks: domain decomposition for data-driven and physics-informed problems Amanda A. Howard Bruno Jacob Sarah H. Murphy Alexander Heinlein P. Stinis AI4CE 36 26 0 28 Jun 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