KAN: Kolmogorov-Arnold Networks

30 April 2024

Papers citing "KAN: Kolmogorov-Arnold Networks"

50 / 205 papers shown

Title
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 52 2 0 02 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
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 99 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 45 3 0 26 Sep 2024
A Survey for Deep Reinforcement Learning Based Network Intrusion Detection Wanrong Yang Alberto Acuto Yihang Zhou Dominik Wojtczak OffRL 36 2 0 25 Sep 2024
Artificial Human Intelligence: The role of Humans in the Development of Next Generation AI Suayb S. Arslan 28 2 0 24 Sep 2024
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts Hugo Inzirillo Remi Genet MoE 35 4 0 23 Sep 2024
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Yanlin Wu Tao Li Zhihong Wang Hong Kang Along He ViT MedIm 36 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 34 3 0 20 Sep 2024
ASPINN: An asymptotic strategy for solving singularly perturbed differential equations Sen Wang Peizhi Zhao Tao Song 35 0 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 33 2 0 19 Sep 2024
Kolmogorov-Arnold Transformer Xingyi Yang Xinchao Wang 44 15 0 16 Sep 2024
Kolmogorov-Arnold Networks in Low-Data Regimes: A Comparative Study with Multilayer Perceptrons Farhad Pourkamali-Anaraki 35 5 0 16 Sep 2024
Deep Learning Under Siege: Identifying Security Vulnerabilities and Risk Mitigation Strategies Jamal N. Al-Karaki Muhammad Al-Zafar Khan Mostafa Mohamad Dababrata Chowdhury 31 0 0 14 Sep 2024
KAN-HyperpointNet for Point Cloud Sequence-Based 3D Human Action Recognition Zhaoyu Chen Xing Li Qian Huang Qiang Geng Tianjin Yang Shihao Han 3DPC 3DH 29 0 0 14 Sep 2024
Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks Ali Mehrabian Parsa Mojarad Adi Moein Heidari I. Hacihaliloglu 38 3 0 14 Sep 2024
Can Kans (re)discover predictive models for Direct-Drive Laser Fusion? R. Ejaz V. Gopalaswamy Riccardo Betti Aarne Lees C. Kanan AI4CE 18 0 0 13 Sep 2024
TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and Transformer Weihao Gao Zheng Gong Zhuo Deng Fuju Rong Chucheng Chen Lan Ma LMTD 32 4 0 13 Sep 2024
Effective Integration of KAN for Keyword Spotting Anfeng Xu Biqiao Zhang Shuyu Kong Yiteng Huang Zhaojun Yang Sangeeta Srivastava Ming Sun 34 5 0 13 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
A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data Akshay Sunkara Sriram Sattiraju Aakarshan Kumar Zaryab Kanjiani Himesh Anumala 29 0 0 09 Sep 2024
Self-Supervised State Space Model for Real-Time Traffic Accident Prediction Using eKAN Networks Xin Tan Meng Zhao 37 0 0 09 Sep 2024
KAN-Based Fusion of Dual-Domain for Audio-Driven Facial Landmarks Generation Hoang-Son Vo-Thanh Quang Vinh Nguyen Soo-Hyung Kim CVBM 29 0 0 09 Sep 2024
A method to benchmark high-dimensional process drift detection Edgar Wolf Tobias Windisch AI4TS 28 0 0 05 Sep 2024
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 36 2 0 05 Sep 2024
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge Kirill Borodin Vasiliy Kudryavtsev Dmitrii Korzh Alexey Efimenko Grach Mkrtchian Mikhail Gorodnichev Oleg Y. Rogov 49 1 0 30 Aug 2024
Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks Amar Amouri Mohamad Mahmoud Al Rahhal Y. Bazi Ismail Butun Imad Mahgoub 31 3 0 28 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
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 45 1 0 23 Aug 2024
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey Yichi Zhang Zhenrong Shen VLM 30 12 0 23 Aug 2024
UKAN: Unbound Kolmogorov-Arnold Network Accompanied with Accelerated Library Alireza Moradzadeh Lukasz Wawrzyniak Miles Macklin Saee Paliwal 16 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
Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiology Matteo Salvador Alison L. Marsden AI4CE 35 1 0 19 Aug 2024
Detecting the Undetectable: Combining Kolmogorov-Arnold Networks and MLP for AI-Generated Image Detection Taharim Rahman Anon Jakaria Islam Emon 40 3 0 18 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
A Conflicts-free, Speed-lossless KAN-based Reinforcement Learning Decision System for Interactive Driving in Roundabouts Zhihao Lin Zhen Tian Qi Zhang Ziyang Ye Hanyang Zhuang Jianglin Lan 21 5 0 15 Aug 2024
The Dawn of KAN in Image-to-Image (I2I) Translation: Integrating Kolmogorov-Arnold Networks with GANs for Unpaired I2I Translation Arpan Mahara N. Rishe Liangdong Deng VLM GAN 42 2 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
Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis Chang Dong L. Zheng Weitong Chen AI4TS 29 12 0 14 Aug 2024
TC-KANRecon: High-Quality and Accelerated MRI Reconstruction via Adaptive KAN Mechanisms and Intelligent Feature Scaling Ruiquan Ge Xiao Yu Yifei Chen Fan Jia Shenghao Zhu ... Dong Zeng Dong Zeng Qiegen Liu S. Niu Shanzhou Niu MedIm 46 3 0 11 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
Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability Masoud Muhammed Hassan 41 2 0 05 Aug 2024
KAN-RCBEVDepth: A multi-modal fusion algorithm in object detection for autonomous driving Zhihao Lai Chuanhao Liu Shihui Sheng Zhiqiang Zhang 3DPC 52 1 0 04 Aug 2024
3D U-KAN Implementation for Multi-modal MRI Brain Tumor Segmentation Tianze Tang Yanbing Chen Hai Shu 3DPC 25 10 0 01 Aug 2024
The Energy Cost of Artificial Intelligence Lifecycle in Communication Networks Shih-Kai Chou Jernej Hribar William Alberto Cruz Castañeda M. Mohorčič Carolina Fortuna 50 1 0 01 Aug 2024
TASI Lectures on Physics for Machine Learning Jim Halverson 33 1 0 31 Jul 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
F-KANs: Federated Kolmogorov-Arnold Networks E. Zeydan Cristian J. Vaca-Rubio Luis Blanco Roberto Pereira Marius Caus Abdullah Aydeger 55 7 0 29 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 31 11 0 25 Jul 2024