Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers

21 November 2022

Papers citing "Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers"

23 / 23 papers shown

Title
Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation Yanglan Ou Ye Yuan Xiaolei Huang Stephen T. C. Wong John Volpi James Z. Wang K. Wong ViT MoE MedIm 61 11 0 03 Jun 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 748 6,139 0 29 Apr 2021
A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation Jianlong Yuan Yifan Liu Chunhua Shen Zhibin Wang Hao Li 51 112 0 15 Apr 2021
Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence Siyue Yu Bingfeng Zhang Jimin Xiao Eng Gee Lim 144 130 0 08 Dec 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 262 5,107 0 08 Oct 2020
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning Viktor Olsson Wilhelm Tranheden Juliano Pinto Lennart Svensson 90 341 0 15 Jul 2020
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Deng-Ping Fan Ge-Peng Ji Tao Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao ODL 243 1,176 0 13 Jun 2020
Weakly-Supervised Salient Object Detection via Scribble Annotations Jing Zhang Xin Yu Aixuan Li Peipei Song Bowen Liu Yuchao Dai 79 258 0 17 Mar 2020
ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring David Berthelot Nicholas Carlini E. D. Cubuk Alexey Kurakin Kihyuk Sohn Han Zhang Colin Raffel 102 684 0 21 Nov 2019
Kvasir-SEG: A Segmented Polyp Dataset Debesh Jha P. Smedsrud Michael A. Riegler Pål Halvorsen Thomas de Lange Dag Johansen Haavard D. Johansen 188 1,180 0 16 Nov 2019
ResUNet++: An Advanced Architecture for Medical Image Segmentation Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange Pål Halvorsen H. Johansen SSeg 89 925 0 16 Nov 2019
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting Haoshu Fang Jianhua Sun Runzhong Wang Minghao Gou Yong-Lu Li Cewu Lu ISeg 65 210 0 21 Aug 2019
A Simple Pooling-Based Design for Real-Time Salient Object Detection Jiangjiang Liu Qibin Hou Ming-Ming Cheng Jiashi Feng Jianmin Jiang ObjD 104 865 0 21 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 189 545 0 10 Apr 2019
Label Propagation for Deep Semi-supervised Learning Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 110 624 0 09 Apr 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip Torr 128 2,404 0 02 Apr 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Zaiwang Gu Jun Cheng Huazhu Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang-Dong Liu SSeg 90 1,647 0 07 Mar 2019
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 107 6,185 0 18 Jul 2018
Enhanced-alignment Measure for Binary Foreground Map Evaluation Deng-Ping Fan Cheng Gong Yang Cao Bo Ren Ming-Ming Cheng Ali Borji 116 1,230 0 26 May 2018
Normalized Cut Loss for Weakly-supervised CNN Segmentation Meng Tang Abdelaziz Djelouah Federico Perazzi Yuri Boykov Christopher Schroers 72 320 0 04 Apr 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 318 9,815 0 25 Oct 2017
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images David Vázquez Jorge Bernal F. Sánchez Gloria Fernández-Esparrach Antonio M. López Adriana Romero M. Drozdzal Aaron Courville 3DV 189 643 0 02 Dec 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 196 2,570 0 07 Oct 2016