Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator

2 September 2023

Papers citing "Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator"

41 / 41 papers shown

Title
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 56 9 0 18 Apr 2023
Exploiting Shape Cues for Weakly Supervised Semantic Segmentation S. Kho Pilhyeon Lee W. Lee Minsong Ki H. Byun 38 22 0 08 Aug 2022
Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization Lei Zhu Qian Chen Lujia Jin Yunfei You Yanye Lu WSOL 53 19 0 16 Jul 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 69 15 0 25 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 86 62 0 19 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 71 128 0 17 Mar 2022
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data Jungbeom Lee Seong Joon Oh Sangdoo Yun Junsuk Choe Eunji Kim Sung-Hoon Yoon WSOL OOD 498 88 0 08 Mar 2022
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Wanli Ouyang Bennamoun F. Boussaïd Dan Xu ViT 72 213 0 06 Mar 2022
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation Zhaozheng Chen Tan Wang Xiongwei Wu Xiansheng Hua Hanwang Zhang Qianru Sun WSOL VLM 111 146 0 02 Mar 2022
Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation Xinkai Zhao Chaowei Fang De-Jun Fan Xu-tao Lin Feng Gao Guanbin Li 47 44 0 08 Feb 2022
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast Ye Du Zehua Fu Qingjie Liu Yunhong Wang 128 135 0 14 Oct 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 61 47 0 03 Aug 2021
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation Seungho Lee Minhyun Lee Jongwuk Lee Hyunjung Shim 69 218 0 19 May 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 284 701 0 22 Apr 2021
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation Jungbeom Lee Eunji Kim Sungroh Yoon 70 228 0 16 Mar 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation Wenguan Wang Tianfei Zhou Feng Yu Jifeng Dai E. Konukoglu Luc Van Gool 190 480 0 28 Jan 2021
Causal Intervention for Weakly-Supervised Semantic Segmentation Dong Zhang Hanwang Zhang Jinhui Tang Xiansheng Hua Qianru Sun CML ISeg 90 450 0 26 Sep 2020
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning Zhanghan Ke Di Qiu Kaican Li Qiong Yan Rynson W. H. Lau 52 251 0 12 Aug 2020
Feature Pyramid Transformer Dong Zhang Hanwang Zhang Jinhui Tang Meng Wang Xiansheng Hua Qianru Sun ViT 53 254 0 18 Jul 2020
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets Junsuk Choe Seong Joon Oh Sanghyuk Chun Seungho Lee Zeynep Akata Hyunjung Shim WSOL 404 24 0 08 Jul 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 360 6,797 0 13 Jun 2020
Single-Stage Semantic Segmentation from Image Labels Nikita Araslanov Stefan Roth 76 252 0 16 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 145 4,537 0 23 Apr 2020
Semi-Supervised Semantic Segmentation with Cross-Consistency Training Yassine Ouali C´eline Hudelot Myriam Tami 107 726 0 19 Mar 2020
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning Xiang Wang Sifei Liu Huimin Ma Ming-Hsuan Yang 77 90 0 19 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 196 12,073 0 13 Nov 2019
Squeeze-and-Attention Networks for Semantic Segmentation Zilong Zhong Z. Q. Lin Rene Bidart Xiaodan Hu Ibrahim Ben Daya Zhifeng Li Wei-Shi Zheng Jonathan Li A. Wong SSeg 61 236 0 08 Sep 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 609 4,778 0 13 May 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 142 543 0 10 Apr 2019
Weakly Supervised Scene Parsing with Point-based Distance Metric Learning Rui Qian Yunchao Wei Humphrey Shi Jiachen Li Jiaying Liu Thomas Huang 3DV 58 73 0 06 Nov 2018
Self-Erasing Network for Integral Object Attention Qibin Hou Peng-Tao Jiang Yunchao Wei Ming-Ming Cheng 83 279 0 23 Oct 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 282 743 0 28 Mar 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 84 1,251 0 23 Mar 2018
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach Yunchao Wei Jiashi Feng Xiaodan Liang Ming-Ming Cheng Yao-Min Zhao Shuicheng Yan 75 809 0 24 Mar 2017
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 630 1,515 0 30 Nov 2016
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 242 18,232 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 735 37,846 0 20 May 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,308 0 14 Dec 2015
What's the Point: Semantic Segmentation with Point Supervision Amy Bearman Olga Russakovsky V. Ferrari Li Fei-Fei 3DPC 98 985 0 06 Jun 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 232 4,177 0 17 May 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 176 4,892 0 22 Dec 2014