KAN: Kolmogorov-Arnold Networks

30 April 2024

Papers citing "KAN: Kolmogorov-Arnold Networks"

50 / 205 papers shown

Title
Personalized Control for Lower Limb Prosthesis Using Kolmogorov-Arnold Networks SeyedMojtaba Mohasel Alireza Afzal Aghaei Corey Pew 18 0 0 14 May 2025
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Thomas R. Harvey Fabian Ruehle Cristofero S. Fraser-Taliente James Halverson 26 0 0 12 May 2025
Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation J. Li Yangtao Zhou Zhifu Zhao Qinglan Huang Jian Qi Xiao He Hua Chu Fu Li DiffM MedIm 55 0 0 12 May 2025
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Yizhou Ma Zhuoqin Yang Luis-Daniel Ibáñez 41 0 0 12 May 2025
Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes Youngjoon Lee J. Gong Joonhyuk Kang 26 0 0 09 May 2025
SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation Wenqing Peng Zhi-Song Liu Michael Boy 29 0 0 08 May 2025
Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach Yue Chen Hui Kang Jiahui Li Geng Su Boxiong Wang Jiacheng Wang Cong Liang Shuang Liang Dusit Niyato 49 0 0 06 May 2025
How Effective are Large Time Series Models in Hydrology? A Study on Water Level Forecasting in Everglades Rahuul Rangaraj Jimeng Shi Azam Shirali Rajendra Paudel Yanzhao Wu Giri Narasimhan 43 0 0 02 May 2025
A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging Youngjoon Lee J. Gong Joonhyuk Kang FedML 50 1 0 28 Apr 2025
OccuEMBED: Occupancy Extraction Merged with Building Energy Disaggregation for Occupant-Responsive Operation at Scale Yufei Zhang Andrew Sonta 29 0 0 23 Apr 2025
iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network Ziran Liang Rui An Wenqi Fan Yanghui Rao Yuxuan Liang AI4TS 44 0 0 23 Apr 2025
SocialMOIF: Multi-Order Intention Fusion for Pedestrian Trajectory Prediction Kai Chen Xiaodong Zhao Yujie Huang Guoyu Fang Xiao Song Ruiping Wang Z. Wang 24 0 0 22 Apr 2025
Dynamic 3D KAN Convolution with Adaptive Grid Optimization for Hyperspectral Image Classification Guandong Li M. Ye 33 0 0 21 Apr 2025
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 26 0 0 21 Apr 2025
Identifying Unknown Stochastic Dynamics via Finite expression methods Senwei Liang Chunmei Wang Xingjian Xu 23 0 0 09 Apr 2025
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network Ali Eslamian Alireza Afzal Aghaei Qiang Cheng LMTD 78 0 0 09 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
DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design Xinling Yu Z. Liu Hai Li Yixing Li Xin Ai Zhiyu Zeng Ian Young Zheng Zhang AI4CE 36 0 0 04 Apr 2025
Improving Brain Disorder Diagnosis with Advanced Brain Function Representation and Kolmogorov-Arnold Networks Tyler Ward Abdullah-Al-Zubaer Imran 24 0 0 04 Apr 2025
GKAN: Explainable Diagnosis of Alzheimer's Disease Using Graph Neural Network with Kolmogorov-Arnold Networks Tianqi Ding Dawei Xiang Keith E Schubert Liang Dong 41 1 0 01 Apr 2025
Hard-constraining Neumann boundary conditions in physics-informed neural networks via Fourier feature embeddings Christopher Straub Philipp Brendel Vlad Medvedev A. Rosskopf 38 0 0 01 Apr 2025
ModelRadar: Aspect-based Forecast Evaluation Vítor Cerqueira Luis Roque Carlos Soares 54 0 0 31 Mar 2025
Exploring the Evolution of Physics Cognition in Video Generation: A Survey Minghui Lin Xiang Wang Y. Wang Shu Wang Fengqi Dai ... Cunxiang Wang Zhengrong Zuo Nong Sang Siteng Huang Donglin Wang EGVM VGen 85 3 0 27 Mar 2025
KAC: Kolmogorov-Arnold Classifier for Continual Learning Yusong Hu Zichen Liang Fei Yang Qibin Hou Xialei Liu Ming-Ming Cheng CLL 46 0 0 27 Mar 2025
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation Shaolei Zhang Jinyan Liu Tianyi Qian Xuesong Li Mamba 48 0 0 25 Mar 2025
Kolmogorov-Arnold Network for Transistor Compact Modeling Rodion Novkin Hussam Amrouch 41 0 0 19 Mar 2025
Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation Zanting Ye Xiaolong Niu Xuanbin Wu Wenxiang Yi Yuan Chang Lijun Lu 43 0 0 19 Mar 2025
KANITE: Kolmogorov-Arnold Networks for ITE estimation Eshan Mehendale Abhinav Thorat Ravi Kolla N. Pedanekar CML 62 0 0 18 Mar 2025
HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks Xiangfei Fang Boying Wang Chengying Huan Shaonan Ma Heng Zhang Chen Zhao 55 0 0 16 Mar 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks A. Nikonorov Georgy Perevozchikov Andrei Korepanov Nancy Mehta Mahmoud Afifi E. Ershov Radu Timofte GAN 44 0 0 14 Mar 2025
Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild Damien Teney Liangze Jiang Florin Gogianu Ehsan Abbasnejad 160 0 0 13 Mar 2025
NukesFormers: Unpaired Hyperspectral Image Generation with Non-Uniform Domain Alignment Jiaojiao Li Shiyao Duan Haitao XU Rui Song 39 0 0 10 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
AI-driven Prediction of Insulin Resistance in Normal Populations: Comparing Models and Criteria Weihao Gao Zhuo Deng Zheng Gong Ziyi Jiang Lan Ma 44 0 0 07 Mar 2025
Call for Rigor in Reporting Quality of Instruction Tuning Data Hyeonseok Moon Jaehyung Seo Heuiseok Lim ALM 53 0 0 04 Mar 2025
A Kolmogorov-Arnold Network for Explainable Detection of Cyberattacks on EV Chargers A. M. Saber Max Mauro Dias Santos Mohammad Al Janaideh Amr Youssef Deepa Kundur 46 0 0 04 Mar 2025
Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction E. Zeydan Cristian J. Vaca-Rubio Luis Blanco Roberto Pereira Marius Caus K. Dev 36 0 0 28 Feb 2025
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning Jiuyang Dong Junjun Jiang Kui Jiang Jiahan Li Yongbing Zhang 42 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 62 2 0 25 Feb 2025
DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting Tianli Tao Ziyang Wang Han Zhang Theodoros N. Arvanitis Le Zhang DiffM MedIm 43 0 0 24 Feb 2025
Connecting the geometry and dynamics of many-body complex systems with message passing neural operators N. Gabriel N. Johnson George Em Karniadakis AI4CE 54 0 0 21 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
An Optimal Cascade Feature-Level Spatiotemporal Fusion Strategy for Anomaly Detection in CAN Bus Mohammad Fatahi Danial Sadrian Zadeh Benyamin Ghojogh Behzad Moshiri Otman Adam Al-Basir 116 0 0 31 Jan 2025
STAN: Smooth Transition Autoregressive Networks Hugo Inzirillo Remi Genet 63 0 0 30 Jan 2025
A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks Quan Long Bin Wang Bing Xue Mengjie Zhang 53 0 0 29 Jan 2025
Efficient and Interpretable Neural Networks Using Complex Lehmer Transform M. Ataei Xiaogang Wang 34 0 0 28 Jan 2025
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions Eric A. F. Reinhardt P. R. Dinesh S. Gleyzer 72 11 0 28 Jan 2025
Towards Dynamic Neural Communication and Speech Neuroprosthesis Based on Viseme Decoding Ji-Ha Park Seo-Hyun Lee Soowon Kim Seong-Whan Lee 43 0 0 28 Jan 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 36 0 0 27 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