KAN: Kolmogorov-Arnold Networks

30 April 2024

Papers citing "KAN: Kolmogorov-Arnold Networks"

50 / 201 papers shown

Title
KAE: Kolmogorov-Arnold Auto-Encoder for Representation Learning Fangchen Yu Ruilizhen Hu Yidong Lin Yuqi Ma Zhenghao Huang Wenye Li 20 0 0 03 Jan 2025
AI-Powered Urban Transportation Digital Twin: Methods and Applications Xuan Di Yongjie Fu Mehmet K.Turkcan Mahshid Ghasemi Zhaobin Mo Chengbo Zang Abhishek Adhikari Z. Kostić Gil Zussman AI4CE 24 0 0 30 Dec 2024
CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor Taehyeun Kim Anouck Girard I. Kolmanovsky 62 3 0 04 Dec 2024
Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions Guang Wu Yun Wang Qian Zhou Ziyang Zhang AI4TS 67 2 0 03 Dec 2024
ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals Poorya Aghaomidi Ge Wang 67 1 0 02 Dec 2024
Random Feature Models with Learnable Activation Functions Zailin Ma Jiansheng Yang Yaodong Yang 62 0 0 29 Nov 2024
KANs for Computer Vision: An Experimental Study Karthik Mohan Hanxiao Wang Xiatian Zhu 68 0 0 27 Nov 2024
Machine-learning emergent spacetime from linear response in future tabletop quantum gravity experiments Koji Hashimoto Koshiro Matsuo Masaki Murata Gakuto Ogiwara Daichi Takeda 62 2 0 25 Nov 2024
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification Irina Barašin Blaž Bertalanič M. Mohorčič Carolina Fortuna AI4TS 82 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 21 0 0 15 Nov 2024
Dynamic Neural Communication: Convergence of Computer Vision and Brain-Computer Interface Ji-Ha Park Seo-Hyun Lee Soowon Kim Seong-Whan Lee 21 0 0 14 Nov 2024
KLCBL: An Improved Police Incident Classification Model Liu Zhuoxian Shi Tuo Hu Xiaofeng 21 0 0 11 Nov 2024
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision Yueyang Cang Yu hang liu Li Shi 26 0 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
Continuous-Time State Estimation Methods in Robotics: A Survey William Talbot Julian Nubert Turcan Tuna César Cadena Frederike Dumbgen J. Tordesillas T. Barfoot Marco Hutter 57 7 0 06 Nov 2024
Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks Masoud Shokrnezhad Hamidreza Mazandarani T. Taleb 19 1 0 04 Nov 2024
A KAN-based Interpretable Framework for Process-Informed Prediction of Global Warming Potential Jaewook Lee Xinyang Sun Ethan Errington Miao Guo 20 0 0 01 Nov 2024
Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of Cortical Folding Patterns Minheng Chen Chao-Yang Cao Tong Chen Yan Zhuang Jing Zhang Yanjun Lyu Xiaowei Yu Lu Zhang Tianming Liu D. Zhu 21 1 0 31 Oct 2024
LGU-SLAM: Learnable Gaussian Uncertainty Matching with Deformable Correlation Sampling for Deep Visual SLAM Yucheng Huang Luping Ji Hudong Liu Mao Ye 28 0 0 30 Oct 2024
A Temporal Linear Network for Time Series Forecasting Remi Genet Hugo Inzirillo AI4TS 16 3 0 28 Oct 2024
LArctan-SKAN: Simple and Efficient Single-Parameterized Kolmogorov-Arnold Networks using Learnable Trigonometric Function Zhijie Chen Xinglin Zhang 14 2 0 25 Oct 2024
NIDS Neural Networks Using Sliding Time Window Data Processing with Trainable Activations and its Generalization Capability A. Raskovalov N. Gabdullin Ilya Androsov AI4TS 17 0 0 24 Oct 2024
Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric Baiyuan Chen MLT 13 0 0 23 Oct 2024
Safe Load Balancing in Software-Defined-Networking L. Dinh Pham Tran Anh Quang Jérémie Leguay 21 0 0 22 Oct 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes F. Khan Salman Khan Deng-Ping Fan 41 4 0 22 Oct 2024
LSS-SKAN: Efficient Kolmogorov-Arnold Networks based on Single-Parameterized Function Zhijie Chen Xinglin Zhang 26 5 0 19 Oct 2024
HiPPO-KAN: Efficient KAN Model for Time Series Analysis SangJong Lee Jin-Kwang Kim JunHo Kim TaeHan Kim James Lee AI4TS 11 1 0 19 Oct 2024
iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System Xiaowei Jiang Beining Cao Liang Ou Yu-Cheng Chang T. Do Chin-Teng Lin 22 2 0 16 Oct 2024
KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction Longlong Li Yipeng Zhang Guanghui Wang Kelin Xia 14 3 0 15 Oct 2024
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets Ali Kashefi 3DPC 24 6 0 14 Oct 2024
Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? Kunpeng Xu Lifei Chen Shengrui Wang AI4TS 13 0 0 13 Oct 2024
EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials Farinaz Mostajeran Salah A Faroughi 22 5 0 12 Oct 2024
Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data Arthur Mendonça Sasse Claudio Miceli de Farias 21 3 0 11 Oct 2024
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks Xianyang Zhang Huijuan Zhou 28 1 0 10 Oct 2024
JPEG Inspired Deep Learning Ahmed H. Salamah Kaixiang Zheng Yiwen Liu E. Yang 22 0 0 09 Oct 2024
Phase Diagram from Nonlinear Interaction between Superconducting Order and Density: Toward Data-Based Holographic Superconductor Sejin Kim Kyung Kiu Kim Yunseok Seo 16 0 0 09 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun J. Liu H. Shen Xiaofeng Zhu Ping Hu VLM 35 4 0 07 Oct 2024
Art Forgery Detection using Kolmogorov Arnold and Convolutional Neural Networks Sandro Boccuzzo Deborah Desirée Meyer Ludovica Schaerf 16 1 0 07 Oct 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning Ray Congrui Yu Sherry Wu Jiang Gui 24 1 0 07 Oct 2024
GAMformer: In-Context Learning for Generalized Additive Models Andreas Mueller Julien N. Siems Harsha Nori David Salinas Arber Zela Rich Caruana Frank Hutter AI4CE 26 3 0 06 Oct 2024
Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed Neural Networks Tianchi Yu Jingwei Qiu Jiang Yang Ivan V. Oseledets 13 2 0 05 Oct 2024
FastLRNR and Sparse Physics Informed Backpropagation Woojin Cho Kookjin Lee Noseong Park Donsub Rim Gerrit Welper AI4CE 16 0 0 05 Oct 2024
MLP-KAN: Unifying Deep Representation and Function Learning Yunhong He Yifeng Xie Zhengqing Yuan Lichao Sun 17 1 0 03 Oct 2024
FAN: Fourier Analysis Networks Yihong Dong Ge Li Yongding Tao Xue Jiang Kechi Zhang Jia Li Jing Su Jing Su Jun Zhang Jingjing Xu AI4TS 13 3 0 03 Oct 2024
DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation Changdae Oh Yixuan Li Kyungwoo Song Sangdoo Yun Dongyoon Han OOD MoMe 36 4 0 03 Oct 2024
Kolmogorov-Arnold Network Autoencoders Mohammadamin Moradi Shirin Panahi Erik Bollt Ying-Cheng Lai 16 38 0 02 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 24 9 0 02 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 47 2 0 02 Oct 2024
A Fuzzy-based Approach to Predict Human Interaction by Functional Near-Infrared Spectroscopy Xiaowei Jiang Liang Ou Yanan Chen Na Ao Yu-Cheng Chang T. Do Chin-Teng Lin 88 2 0 26 Sep 2024
A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications Pengfei Wang Huanran Zheng Silong Dai Yiqiao Wang Xiaotian Gu Yuanbin Wu Xiaoling Wang SyDa AI4TS 27 3 0 26 Sep 2024