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"

23 / 73 papers shown

Title
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
COEFF-KANs: A Paradigm to Address the Electrolyte Field with KANs Xinhe Li Zhuoying Feng Yezeng Chen Weichen Dai Zixu He Yi Zhou Shuhong Jiao 36 8 0 24 Jul 2024
Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise Haoran Shen Chen Zeng Jiahui Wang Qiao Wang 46 11 0 20 Jul 2024
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation Xinyu Liu Wuyang Li Yixuan Yuan MedIm 32 7 0 13 Jul 2024
A Comprehensive Survey on Kolmogorov Arnold Networks (KAN) Yuntian Hou Di zhang AI4CE 18 27 0 13 Jul 2024
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation Chenxin Li Xinyu Liu Cheng Wang Yifan Liu Weihao Yu Jing Shao Yixuan Yuan 42 13 0 08 Jul 2024
HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators Smarter V. Lobanov N. Firsov Evgeny Myasnikov Roman Khabibullin A. Nikonorov 49 8 0 07 Jul 2024
GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting Chenxin Li Hengyu Liu Zhiwen Fan W. J. Li Yifan Liu Panwang Pan Yixuan Yuan 3DGS 27 12 0 01 Jul 2024
EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting Chenxin Li Brandon Yushan Feng Yifan Liu Hengyu Liu Cheng Wang Weihao Yu Yixuan Yuan 3DGS 27 13 0 01 Jul 2024
LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction Hengyu Liu Yifan Liu Chenxin Li W. J. Li Yixuan Yuan 3DGS 81 20 0 23 Jun 2024
Soft Masked Mamba Diffusion Model for CT to MRI Conversion Zhenbin Wang Lei Zhang Lituan Wang Zhenwei Zhang Mamba MedIm 46 6 0 22 Jun 2024
rKAN: Rational Kolmogorov-Arnold Networks Alireza Afzal Aghaei 44 18 0 20 Jun 2024
Suitability of KANs for Computer Vision: A preliminary investigation Basim Azam Naveed Akhtar 23 30 0 13 Jun 2024
Optimizing Hand Region Detection in MediaPipe Holistic Full-Body Pose Estimation to Improve Accuracy and Avoid Downstream Errors Amit Moryossef 3DH 33 5 0 06 May 2024
Advanced Feature Manipulation for Enhanced Change Detection Leveraging Natural Language Models Zhenglin Li Yangchen Huang Mengran Zhu Jingyu Zhang Jinghao Chang Houze Liu 31 4 0 23 Mar 2024
Endora: Video Generation Models as Endoscopy Simulators Chenxin Li Hengyu Liu Yifan Liu Brandon Yushan Feng Wuyang Li Xinyu Liu Zhen Chen Jing Shao Yixuan Yuan VGen MedIm 80 34 0 17 Mar 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 81 254 0 04 Feb 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 82 331 0 09 Jan 2024
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training Shuang Zeng Lei Zhu Xinliang Zhang Qian Chen Hangzhou He ... Zhaoheng Xie Yanye Lu Qiushi Ren Zhaoheng Xie Yanye Lu 30 0 0 21 Sep 2023
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 254 566 0 29 May 2022
Pretraining is All You Need for Image-to-Image Translation Tengfei Wang Ting Zhang Bo Zhang Hao Ouyang Dong Chen Qifeng Chen Fang Wen DiffM 189 178 0 25 May 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,591 0 10 Nov 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 321 75,834 0 18 May 2015