Attention W-Net: Improved Skip Connections for better Representations

Attention W-Net: Improved Skip Connections for better Representations

17 October 2021

Saumik Bhattacharya

Sayantari Ghosh

Papers citing "Attention W-Net: Improved Skip Connections for better Representations"

18 / 18 papers shown

Title
Exploring The Limits Of Data Augmentation For Retinal Vessel Segmentation E. Uysal M.cSafak Bilici B. S. Zaza M. Y. Ozgencc O. Boyar 78 14 0 19 May 2021
Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels Yuqian Zhou Hanchao Yu Humphrey Shi 42 56 0 05 Mar 2021
Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention Lei Li Xin Weng Julia A. Schnabel Xiahai Zhuang 52 32 0 23 Jun 2020
SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yugen Yi Wenle Wang Buer Chen Changqi Fan SSeg 57 316 0 07 Apr 2020
Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping Kira Vinogradova Alexandr Dibrov E. Myers FAtt 105 150 0 26 Feb 2020
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks Liangzhi Li Manisha Verma Yuta Nakashima Hajime Nagahara R. Kawasaki 54 240 0 12 Dec 2019
Attention Guided Network for Retinal Image Segmentation Shihao Zhang Huazhu Fu Yuguang Yan Yubing Zhang Qingyao Wu Ming-Hsuan Yang Mingkui Tan Yanwu Xu SSeg 63 181 0 25 Jul 2019
DUNet: A deformable network for retinal vessel segmentation Qiangguo Jin Zhao-Peng Meng Tuan D. Pham Qi Chen Leyi Wei R. Su 67 677 0 03 Nov 2018
LadderNet: Multi-path networks based on U-Net for medical image segmentation Juntang Zhuang SSeg MedIm 53 229 0 17 Oct 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 159 5,049 0 11 Apr 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 89 1,251 0 23 Mar 2018
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari SSeg 83 1,019 0 20 Feb 2018
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 62 755 0 14 Sep 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 121 4,216 0 25 Jul 2017
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 251 18,240 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015