Wav-KAN: Wavelet Kolmogorov-Arnold Networks

21 May 2024

Papers citing "Wav-KAN: Wavelet Kolmogorov-Arnold Networks"

15 / 15 papers shown

Title
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network Ali Eslamian Alireza Afzal Aghaei Qiang Cheng LMTD 73 0 0 09 Apr 2025
Exploring Adversarial Transferability between Kolmogorov-arnold Networks Songping Wang Xinquan Yue Yueming Lyu Caifeng Shan AAML 60 1 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
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 66 0 0 17 Feb 2025
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions Eric A. F. Reinhardt P. R. Dinesh S. Gleyzer 58 11 0 28 Jan 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks Taoran Fang Tianhong Gao Chunping Wang Yihao Shang Wei Chow Lei Chen Yang Yang 41 1 0 23 Jan 2025
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning Ray Congrui Yu Sherry Wu Jiang Gui 30 1 0 07 Oct 2024
Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed Neural Networks Tianchi Yu Jingwei Qiu Jiang Yang Ivan V. Oseledets 15 2 0 05 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 30 9 0 02 Oct 2024
Kolmogorov-Arnold Networks in Low-Data Regimes: A Comparative Study with Multilayer Perceptrons Farhad Pourkamali-Anaraki 15 5 0 16 Sep 2024
Addressing common misinterpretations of KART and UAT in neural network literature Vugar Ismailov HAI 54 1 0 29 Aug 2024
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective Tal Alter Raz Lapid Moshe Sipper AAML 44 6 0 25 Aug 2024
rKAN: Rational Kolmogorov-Arnold Networks Alireza Afzal Aghaei 29 18 0 20 Jun 2024
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 129 494 0 28 Dec 2020
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 219 3,658 0 28 Feb 2017