U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

5 June 2024

Chenxin Li

Cheng Wang

Yifan Liu

Papers citing "U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation"

50 / 72 papers shown

Title
iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network Ziran Liang Rui An Wenqi Fan Yanghui Rao Yuxuan Liang AI4TS 50 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 42 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 35 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 33 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 52 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 30 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 48 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 45 0 0 19 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
Exploring Adversarial Transferability between Kolmogorov-arnold Networks Songping Wang Xinquan Yue Yueming Lyu Caifeng Shan AAML 71 1 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
DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting Tianli Tao Ziyang Wang Han Zhang Theodoros N. Arvanitis Le Zhang DiffM MedIm 48 0 0 24 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
MatrixKAN: Parallelized Kolmogorov-Arnold Network Cale Coffman Lizhong Chen 85 0 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 48 1 0 24 Jan 2025
Free-Knots Kolmogorov-Arnold Network: On the Analysis of Spline Knots and Advancing Stability L. Zheng W. Zhang Lin Yue Miao Xu Olaf Maennel Weitong Chen 57 1 0 17 Jan 2025
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation Xianping Ma Ziyao Wang Yin Hu Xiaokang Zhang Man-On Pun 46 0 0 13 Jan 2025
Circuit Complexity Bounds for Visual Autoregressive Model Yekun Ke Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 45 5 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 38 0 0 05 Jan 2025
KM-UNet KAN Mamba UNet for medical image segmentation Yibo Zhang Mamba 39 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 37 0 0 03 Jan 2025
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling Akansh Agrawal Akshan Agrawal Shashwat Gupta Priyanka Bagade Mamba 85 3 0 18 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
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes F. Khan Salman Khan Deng-Ping Fan 46 4 0 22 Oct 2024
LSS-SKAN: Efficient Kolmogorov-Arnold Networks based on Single-Parameterized Function Zhijie Chen Xinglin Zhang 33 5 0 19 Oct 2024
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets Ali Kashefi 3DPC 39 6 0 14 Oct 2024
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks Xianyang Zhang Huijuan Zhou 32 1 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 39 3 0 08 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
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation Chenglin Fang Kaigui Wu SSeg 47 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 36 1 0 23 Sep 2024
KAN v.s. MLP for Offline Reinforcement Learning Haihong Guo Fengxin Li Jiao Li Hongyan Liu OffRL 33 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 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
AutoPET Challenge: Tumour Synthesis for Data Augmentation Lap Yan Lennon Chan Chenxin Li Yixuan Yuan MedIm 29 0 0 12 Sep 2024
Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption Zhizheng Lai Yufei Zhou Peijia Zheng Lin Chen 29 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 34 10 0 06 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
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 25 3 0 25 Aug 2024
HSR-KAN: Efficient Hyperspectral Image Super-Resolution via Kolmogorov-Arnold Networks Baisong Li Xingwang Wang Haixiao Xu 28 1 0 24 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
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 39 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
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation Daniele Rege Cambrin Eleonora Poeta Eliana Pastor Tania Cerquitelli Elena Baralis Paolo Garza 42 9 0 13 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
3D U-KAN Implementation for Multi-modal MRI Brain Tumor Segmentation Tianze Tang Yanbing Chen Hai Shu 3DPC 25 10 0 01 Aug 2024
DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks Shrenik Zinage Sudeepta Mondal S. Sarkar 43 6 0 30 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