Weakly-Supervised Semantic Segmentation via Sub-category Exploration

3 August 2020

Ming-Hsuan Yang

Papers citing "Weakly-Supervised Semantic Segmentation via Sub-category Exploration"

40 / 140 papers shown

Title
Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation Weixuan Sun Jing Zhang Nick Barnes WSOL 33 14 0 27 Oct 2021
Simpler Does It: Generating Semantic Labels with Objectness Guidance Md. Amirul Islam M. Kowal Sen Jia Konstantinos G. Derpanis Neil D. B. Bruce VLM 18 1 0 20 Oct 2021
Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels Chu Han Jiatai Lin Jinhai Mai Yi Wang Qingling Zhang ... Zeyan Xu Xiaomei Huang Guoqiang Han Chang-xiu Liang Zaiyi Liu 24 88 0 14 Oct 2021
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast Ye Du Zehua Fu Qingjie Liu Yunhong Wang 87 129 0 14 Oct 2021
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation Jungbeom Lee Jooyoung Choi J. Mok Sungroh Yoon SSeg 210 134 0 13 Oct 2021
Multi-Class Cell Detection Using Spatial Context Representation Shahira Abousamra David Belinsky John S. Van Arnam F. Allard E. Yee Rajarsi R. Gupta Tahsin M. Kurc Dimitris Samaras Joel H. Saltz Chao Chen 22 32 0 10 Oct 2021
Adaptive Early-Learning Correction for Segmentation from Noisy Annotations Sheng Liu Kangning Liu Weicheng Zhu Yiqiu Shen C. Fernandez‐Granda NoLa 23 104 0 07 Oct 2021
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary Siyuan Zhou Li Niu Jianlou Si Chao Qian Liqing Zhang 12 10 0 04 Oct 2021
Pseudo-mask Matters in Weakly-supervised Semantic Segmentation Yi Li Zhanghui Kuang Liyang Liu Yimin Chen Wayne Zhang 16 99 0 30 Aug 2021
Self-Regulation for Semantic Segmentation Zhangfu Dong Zhang Hanwang T. Jinhui Huang Xiansheng Sun Qianru 19 35 0 22 Aug 2021
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild Zhiyu Zhu Hui Liu Junhui Hou Huanqiang Zeng Qingfu Zhang 13 18 0 15 Aug 2021
Complementary Patch for Weakly Supervised Semantic Segmentation Fei Zhang Chaochen Gu Chenyue Zhang Yuchao Dai 18 133 0 09 Aug 2021
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation Xiangrong Zhang Zelin Peng Peng Zhu Tianyang Zhang Chen Li Huiyu Zhou L. Jiao CLL 35 45 0 03 Aug 2021
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation Lian Xu Wanli Ouyang Bennamoun F. Boussaïd Ferdous Sohel Dan Xu 14 128 0 25 Jul 2021
WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations Peidong Liu Zibin He Xiyu Yan Yong-jia Jiang Shutao Xia Feng Zheng Maowei Hu 19 10 0 07 Jul 2021
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Jianbo Jiao Yunchao Wei Yao-Min Zhao 25 93 0 08 Jun 2021
Source-Free Open Compound Domain Adaptation in Semantic Segmentation Yuyang Zhao Zhun Zhong Zhiming Luo G. Lee N. Sebe TTA 27 88 0 07 Jun 2021
Large-scale Unsupervised Semantic Segmentation Shangqi Gao Zhong-Yu Li Ming-Hsuan Yang Mingg-Ming Cheng Junwei Han Philip H. S. Torr UQCV 30 84 0 06 Jun 2021
ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes D. Bashkirova M. Abdelfattah Ziliang Zhu James Akl Fadi M. Alladkani Ping Hu Vitaly Ablavsky B. Çalli Sarah Adel Bargal Kate Saenko 12 49 0 04 Jun 2021
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation Seungho Lee Minhyun Lee Jongwuk Lee Hyunjung Shim 21 218 0 19 May 2021
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning Tsung-Wei Ke Jyh-Jing Hwang Stella X. Yu SSL 28 75 0 03 May 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 85 61 0 27 Apr 2021
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model Qian He Shuailin Li Xuming He 18 3 0 27 Apr 2021
Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review Burhan Rashid Hussein O. A. Malik Wee-Hong Ong Johan Willem Frederik Slik 6 4 0 18 Apr 2021
Learning structure-aware semantic segmentation with image-level supervision Jiawei Liu Jing Zhang Yicong Hong Nick Barnes 33 7 0 15 Apr 2021
Hypercorrelation Squeeze for Few-Shot Segmentation Juhong Min Dahyun Kang Minsu Cho 21 288 0 04 Apr 2021
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation Youngmin Oh Beomjun Kim Bumsub Ham NoLa 14 97 0 02 Apr 2021
Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks Shun-Yi Pan Chen Lu Shih-Po Lee Wen-Hsiao Peng 19 31 0 31 Mar 2021
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation Yazhou Yao Tao Chen Guosen Xie Chuanyi Zhang Fumin Shen Qi Wu Zhenmin Tang Jian Andrew Zhang 37 190 0 26 Mar 2021
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Jungbeom Lee Jihun Yi Chaehun Shin Sungroh Yoon ISeg 16 172 0 16 Mar 2021
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation Jungbeom Lee Eunji Kim Sungroh Yoon 22 226 0 16 Mar 2021
Generalized Contrastive Optimization of Siamese Networks for Place Recognition María Leyva-Vallina N. Strisciuglio N. Petkov 10 31 0 11 Mar 2021
Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace Zhiyi Pan Peng-Tao Jiang Yunhai Wang Changhe Tu Anthony G. Cohn UQCV 18 38 0 19 Feb 2021
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Xueyi Li Tianfei Zhou Jianwu Li Yi Zhou Zhaoxiang Zhang 20 122 0 09 Dec 2020
Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks R. Draelos Lawrence Carin FAtt 15 94 0 17 Nov 2020
Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural Eigenspace Zhiyi Pan Peng-Tao Jiang Changhe Tu DiffM 18 2 0 11 Nov 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter A. Roy-Chowdhury Manmohan Chandraker 9 90 0 30 Jul 2020
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 21 189 0 21 Dec 2019
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 220 740 0 28 Mar 2018
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen A. Hengel SSeg 247 1,491 0 30 Nov 2016