FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation

23 May 2025

Papers citing "FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation"

15 / 15 papers shown

Title
IMAGGarment-1: Fine-Grained Garment Generation for Controllable Fashion Design Fei Shen Jian Yu Cong Wang Xin Jiang Xiaoyu Du Xiangbo Shu AI4CE 78 5 0 17 Apr 2025
Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model Fei Shen Cong Wang Junyao Gao Qin Guo Jisheng Dang Jinhui Tang Tat-Seng Chua DiffM VGen 100 15 0 13 Feb 2025
When Semantic Segmentation Meets Frequency Aliasing Linwei Chen Lin Gu Ying Fu 61 6 0 14 Mar 2024
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models Fei Shen Hu Ye Jun Zhang Cong Wang Xiao Han Wei Yang DiffM 62 61 0 10 Oct 2023
Learning to Upsample by Learning to Sample Wenze Liu Hao Lu Hongtao Fu Zhiguo Cao SyDa 47 150 0 29 Aug 2023
FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling Hao Lu Wenze Liu Hongtao Fu Z. Cao DiffM 36 29 0 21 Jul 2022
Wavelet Feature Maps Compression for Image-to-Image CNNs Shahaf E. Finder Yair Zohav Maor Ashkenazi Eran Treister 43 19 0 24 May 2022
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 145 1,567 0 18 Mar 2021
UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation Huimin Huang Lanfen Lin Ruofeng Tong Hongjie Hu Qiaowei Zhang Yutaro Iwamoto Xianhua Han Yenwei Chen Jian Wu SSeg 44 1,781 0 19 Apr 2020
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 92 2,604 0 11 Dec 2019
CARAFE: Content-Aware ReAssembly of FEatures Jiaqi Wang Kai-xiang Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin 68 568 0 06 May 2019
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 59 2,116 0 29 Nov 2017
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 95 2,132 0 11 Jul 2017
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 60 1,041 0 14 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015