Wav-KAN: Wavelet Kolmogorov-Arnold Networks

21 May 2024

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

50 / 59 papers shown

Title
Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning Amirhossein Mollaali Christian Moya Amanda A. Howard Alexander Heinlein P. Stinis Guang Lin 28 0 0 21 Apr 2025
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network Ali Eslamian Alireza Afzal Aghaei Qiang Cheng LMTD 80 0 0 09 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 52 0 0 08 Apr 2025
KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection Xingyuan Li Ruichao Hou Tongwei Ren Gangshan Wu 22 0 0 08 Apr 2025
asKAN: Active Subspace embedded Kolmogorov-Arnold Network Zhiteng Zhou Zhaoyue Xu Yi Liu Shizhao Wang 21 0 0 07 Apr 2025
Enhancing Physics-Informed Neural Networks with a Hybrid Parallel Kolmogorov-Arnold and MLP Architecture Zuyu Xu Bin Lv 41 0 0 30 Mar 2025
KAC: Kolmogorov-Arnold Classifier for Continual Learning Yusong Hu Zichen Liang Fei Yang Qibin Hou Xialei Liu Ming-Ming Cheng CLL 48 0 0 27 Mar 2025
Exploring Adversarial Transferability between Kolmogorov-arnold Networks Songping Wang Xinquan Yue Yueming Lyu Caifeng Shan AAML 71 1 0 08 Mar 2025
AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning Hoang-Thang Ta Anh Tran 60 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 45 0 0 28 Feb 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 77 0 0 17 Feb 2025
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions Eric A. F. Reinhardt P. R. Dinesh S. Gleyzer 75 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 46 1 0 23 Jan 2025
Kolmogorov GAM Networks are all you need! Sarah Polson Vadim Sokolov 34 0 0 03 Jan 2025
KAE: Kolmogorov-Arnold Auto-Encoder for Representation Learning Fangchen Yu Ruilizhen Hu Yidong Lin Yuqi Ma Zhenghao Huang Wenye Li 40 0 0 03 Jan 2025
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification Irina Barašin Blaž Bertalanič M. Mohorčič Carolina Fortuna AI4TS 139 2 0 22 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 31 0 0 15 Nov 2024
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision Yueyang Cang Yu hang liu Li Shi 37 6 0 11 Nov 2024
SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks Bruno Jacob Amanda A. Howard P. Stinis 42 6 0 09 Nov 2024
A Survey on Kolmogorov-Arnold Network Shriyank Somvanshi Syed Aaqib Javed Md Monzurul Islam Diwas Pandit Subasish Das AI4TS AI4CE 45 19 0 09 Nov 2024
LArctan-SKAN: Simple and Efficient Single-Parameterized Kolmogorov-Arnold Networks using Learnable Trigonometric Function Zhijie Chen Xinglin Zhang 35 2 0 25 Oct 2024
LSS-SKAN: Efficient Kolmogorov-Arnold Networks based on Single-Parameterized Function Zhijie Chen Xinglin Zhang 33 5 0 19 Oct 2024
KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction Longlong Li Yipeng Zhang Guanghui Wang Kelin Xia 37 3 0 15 Oct 2024
Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data Arthur Mendonça Sasse Claudio Miceli de Farias 34 4 0 11 Oct 2024
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks Xianyang Zhang Huijuan Zhou 32 1 0 10 Oct 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning Ray Congrui Yu Sherry Wu Jiang Gui 44 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 29 2 0 05 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 37 10 0 02 Oct 2024
Data-driven model discovery with Kolmogorov-Arnold networks Mohammadamin Moradi Shirin Panahi Erik M. Bollt Ying-Cheng Lai 31 2 0 23 Sep 2024
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts Hugo Inzirillo Remi Genet MoE 35 4 0 23 Sep 2024
Kolmogorov-Arnold Networks in Low-Data Regimes: A Comparative Study with Multilayer Perceptrons Farhad Pourkamali-Anaraki 38 5 0 16 Sep 2024
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessment Shaode Yu Ze Chen Zhimu Yang Jiacheng Gu Bizu Feng 28 3 0 12 Sep 2024
Addressing common misinterpretations of KART and UAT in neural network literature Vugar Ismailov HAI 58 1 0 29 Aug 2024
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks Nisal Ranasinghe Yu Xia Sachith Seneviratne Saman K. Halgamuge 28 3 0 27 Aug 2024
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective Tal Alter Raz Lapid Moshe Sipper AAML 62 6 0 25 Aug 2024
UKAN: Unbound Kolmogorov-Arnold Network Accompanied with Accelerated Library Alireza Moradzadeh Lukasz Wawrzyniak Miles Macklin Saee Paliwal 18 1 0 20 Aug 2024
KAN 2.0: Kolmogorov-Arnold Networks Meet Science Ziming Liu Pingchuan Ma Yixuan Wang Wojciech Matusik Max Tegmark 45 61 0 19 Aug 2024
Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice Yang Lu Felix Zhan 31 1 0 15 Aug 2024
Activation Space Selectable Kolmogorov-Arnold Networks Zhuoqin Yang Jiansong Zhang Xiaoling Luo Zheng Lu Linlin Shen 39 5 0 15 Aug 2024
KAN versus MLP on Irregular or Noisy Functions Chen Zeng Jiahui Wang Haoran Shen Qiao Wang 36 6 0 15 Aug 2024
Higher-order-ReLU-KANs (HRKANs) for solving physics-informed neural networks (PINNs) more accurately, robustly and faster Chi Chiu So Siu Pang Yung 32 6 0 09 Aug 2024
DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks Shrenik Zinage Sudeepta Mondal S. Sarkar 46 6 0 30 Jul 2024
Rethinking the Function of Neurons in KANs Mohammed Ghaith Altarabichi 44 6 0 30 Jul 2024
Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficent-KAN and WAV-KAN Subhajit Patra Sonali Panda B. K. Parida Mahima Arya Kurt Jacobs Denys I. Bondar Abhijit Sen 33 11 0 25 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 27 15 0 25 Jul 2024
Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks Spyros Rigas M. Papachristou Theofilos Papadopoulos Fotios Anagnostopoulos Georgios Alexandridis AI4CE 34 21 0 24 Jul 2024
Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise Haoran Shen Chen Zeng Jiahui Wang Qiao Wang 46 11 0 20 Jul 2024
DP-KAN: Differentially Private Kolmogorov-Arnold Networks Nikita P. Kalinin Simone Bombari Hossein Zakerinia Christoph H. Lampert 28 1 0 17 Jul 2024
SpectralKAN: Kolmogorov-Arnold Network for Hyperspectral Images Change Detection Yanheng Wang Xiaohan Yu Yongsheng Gao J. Sha Jian Wang Lianru Gao Yonggang Zhang Xianhui Rong 31 7 0 01 Jul 2024
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series Hugo Inzirillo Remi Genet 29 12 0 25 Jun 2024