Title
Improving Memory Efficiency for Training KANs via Meta Learning Zhangchi Zhao Jun Shu Deyu Meng Zongben Xu 22 0 0 09 Jun 2025
VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection W. Li Zhu Yu Alexandre Alahi 3DPC 128 0 0 05 Jun 2025
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline Yuzhi Huang Chenxin Li H. Zhang Zixu Lin Yunlong Lin ... Xinyu Liu Jiechao Gao Yue Huang Xinghao Ding Yixuan Yuan 121 0 0 05 Jun 2025
NeuronSeek: On Stability and Expressivity of Task-driven Neurons Hanyu Pei Jing-Xiao Liao Qibin Zhao Ting Gao Shijun Zhang Xiaoge Zhang Feng-Lei Fan OOD 46 0 0 01 Jun 2025
SPPSFormer: High-quality Superpoint-based Transformer for Roof Plane Instance Segmentation from Point Clouds Cheng Zeng Xiatian Qi Chi Chen Kai Sun Wangle Zhang Yuxuan Liu Yan Meng Bisheng Yang ViT 41 0 0 30 May 2025
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation Hancan Zhu Jinhao Chen Guanghua He Mamba 89 0 0 17 May 2025
iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network Ziran Liang Rui An Wenqi Fan Yanghui Rao Yuxuan Liang AI4TS 144 0 0 23 Apr 2025
SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training Shuang Zeng Lei Zhu Xinliang Zhang Hangzhou He Yanye Lu VLM 147 0 0 20 Apr 2025
KAN or MLP? Point Cloud Shows the Way Forward Yan Shi Qingdong He Yijun Liu Xiaoyu Liu Jingyong Su 3DPC 150 0 0 18 Apr 2025
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling Qing Xu Zhenye Lou Chenxin Li Xiangjian He Rong Qu Tesema Fiseha Berhanu Yi Wang Wenting Duan Zhen Chen MedIm 70 0 0 08 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 109 0 0 08 Apr 2025
Performance Analysis of Deep Learning Models for Femur Segmentation in MRI Scan Mengyuan Liu Yixiao Chen Anning Tian Xinmeng Wu Mozhi Shen Tianchou Gong Jeongkyu Lee MedIm 80 0 0 05 Apr 2025
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation Shaolei Zhang Jinyan Liu Tianyi Qian Xuesong Li Mamba 94 0 0 25 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 94 0 0 19 Mar 2025
Exploring Adversarial Transferability between Kolmogorov-arnold Networks Songping Wang Xinquan Yue Yueming Lyu Caifeng Shan AAML 136 2 0 08 Mar 2025
AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning Hoang-Thang Ta Anh Tran 121 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 106 0 0 28 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 84 0 0 24 Feb 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 256 0 0 17 Feb 2025
MatrixKAN: Parallelized Kolmogorov-Arnold Network Cale Coffman Lizhong Chen 114 1 0 11 Feb 2025
Kolmogorov Arnold Neural Interpolator for Downscaling and Correcting Meteorological Fields from In-Situ Observations Zili Liu Hao Chen Junlin Wu Wenyuan Li Zhengxia Zou Zhenwei Shi 130 2 0 24 Jan 2025
Free-Knots Kolmogorov-Arnold Network: On the Analysis of Spline Knots and Advancing Stability Liangwei Nathan Zheng Wei Emma Zhang Lin Yue Miao Xu Olaf Maennel Weitong Chen 128 2 0 17 Jan 2025
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation Xianping Ma Ziyao Wang Yin Hu Xiaokang Zhang Man-On Pun 114 0 0 13 Jan 2025
Circuit Complexity Bounds for Visual Autoregressive Model Yekun Ke Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao Song 105 8 0 08 Jan 2025
LWFNet: Coherent Doppler Wind Lidar-Based Network for Wind Field Retrieval R. Tao Chong Wang Hao Chen Mingjiao Jia Xiang Shang ... Yanyu Lu Yanfeng Huo Junlin Wu Xianghui Xue Xiankang Dou 82 0 0 05 Jan 2025
KM-UNet KAN Mamba UNet for medical image segmentation Yibo Zhang Mamba 87 0 0 05 Jan 2025
KAE: Kolmogorov-Arnold Auto-Encoder for Representation Learning Fangchen Yu Ruilizhen Hu Yidong Lin Yuqi Ma Zhenghao Huang Wenye Li 120 0 0 03 Jan 2025
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 324 734 0 31 Dec 2024
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling Akansh Agrawal Akshan Agrawal Shashwat Gupta Priyanka Bagade Mamba 158 4 0 18 Nov 2024
A Survey on Kolmogorov-Arnold Network Shriyank Somvanshi Syed Aaqib Javed Md Monzurul Islam Diwas Pandit Subasish Das AI4TS AI4CE 128 29 0 09 Nov 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 127 5 0 22 Oct 2024
LSS-SKAN: Efficient Kolmogorov-Arnold Networks based on Single-Parameterized Function Zhijie Chen Xinglin Zhang 73 5 0 19 Oct 2024
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets Ali Kashefi 3DPC 119 7 0 14 Oct 2024
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks Xianyang Zhang Huijuan Zhou 78 3 0 10 Oct 2024
MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model Yiwen Ye Ziyang Chen Jianpeng Zhang Yutong Xie Yong Xia MedIm 63 3 0 08 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 119 13 0 02 Oct 2024
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation Chenglin Fang Kaigui Wu SSeg 93 0 0 30 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 88 4 0 23 Sep 2024
KAN v.s. MLP for Offline Reinforcement Learning Haihong Guo Fengxin Li Jiao Li Hongyan Liu OffRL 80 0 0 15 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 86 0 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 151 6 0 13 Sep 2024
AutoPET Challenge: Tumour Synthesis for Data Augmentation Lap Yan Lennon Chan Chenxin Li Yixuan Yuan MedIm 74 0 0 12 Sep 2024
Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption Zhizheng Lai Yufei Zhou Peijia Zheng Lin Chen 60 0 0 12 Sep 2024
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis William Knottenbelt Zeyu Gao Rebecca Wray Woody Zhidong Zhang Jiashuai Liu Mireia Crispin-Ortuzar 141 11 0 06 Sep 2024
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 126 3 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 111 4 0 30 Aug 2024
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems Jin-Duk Park Kyung-Min Kim Won-Yong Shin KELM CLL 76 3 0 25 Aug 2024
HSR-KAN: Efficient Hyperspectral Image Super-Resolution via Kolmogorov-Arnold Networks Baisong Li Xingwang Wang Haixiao Xu 95 1 0 24 Aug 2024
KAN 2.0: Kolmogorov-Arnold Networks Meet Science Ziming Liu Pingchuan Ma Yixuan Wang Wojciech Matusik Max Tegmark 129 75 0 19 Aug 2024
Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice Yang Lu Felix Zhan 129 1 0 15 Aug 2024