WegFormer: Transformers for Weakly Supervised Semantic Segmentation

16 March 2022

Ping Luo

Papers citing "WegFormer: Transformers for Weakly Supervised Semantic Segmentation"

35 / 35 papers shown

Title
PVT v2: Improved Baselines with Pyramid Vision Transformer Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 122 1,676 0 25 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 316 5,065 0 31 May 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 Zhang 137 191 0 26 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,566 0 25 Mar 2021
Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation Beomyoung Kim Sangeun Han Junmo Kim 71 127 0 12 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 533 3,734 0 24 Feb 2021
Segmenting Transparent Object in the Wild with Transformer Enze Xie Wenjia Wang Wenhai Wang Pei Sun Hang Xu Ding Liang Ping Luo ViT 249 28 0 21 Jan 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 389 6,802 0 23 Dec 2020
Transformer Interpretability Beyond Attention Visualization Hila Chefer Shir Gur Lior Wolf 137 673 0 17 Dec 2020
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 143 1,677 0 01 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 670 41,430 0 22 Oct 2020
Causal Intervention for Weakly-Supervised Semantic Segmentation Dong Zhang Hanwang Zhang Jinhui Tang Xiansheng Hua Qianru Sun CML ISeg 103 454 0 26 Sep 2020
Weakly-Supervised Semantic Segmentation via Sub-category Exploration Yu-Ting Chang Qiaosong Wang Wei-Chih Hung Robinson Piramuthu Yi-Hsuan Tsai Ming-Hsuan Yang 158 260 0 03 Aug 2020
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation Guolei Sun Wenguan Wang Jifeng Dai Luc Van Gool 254 313 0 03 Jul 2020
Quantifying Attention Flow in Transformers Samira Abnar Willem H. Zuidema 169 802 0 02 May 2020
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 90 628 0 09 Apr 2020
Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation Wataru Shimoda Keiji Yanai 85 137 0 04 Nov 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 170 545 0 10 Apr 2019
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference Jungbeom Lee Eunji Kim Sungmin Lee Jangho Lee Sungroh Yoon 77 422 0 27 Feb 2019
Self-Erasing Network for Integral Object Attention Qibin Hou Peng-Tao Jiang Yunchao Wei Ming-Ming Cheng 94 280 0 23 Oct 2018
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features Xiang Wang Shaodi You Xi Li Huimin Ma 69 303 0 12 Jun 2018
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation Yunchao Wei Huaxin Xiao Humphrey Shi Zequn Jie Jiashi Feng Thomas S. Huang SSeg 84 545 0 11 May 2018
Adversarial Complementary Learning for Weakly Supervised Object Localization Xiaolin Zhang Yunchao Wei Jiashi Feng Yi Yang Thomas Huang WSOL 144 575 0 19 Apr 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 287 747 0 28 Mar 2018
Tell Me Where to Look: Guided Attention Inference Network Kunpeng Li Ziyan Wu Kuan-Chuan Peng Jan Ernst Y. Fu 116 532 0 27 Feb 2018
Two-Phase Learning for Weakly Supervised Object Localization Dahun Kim Donghyeon Cho Donggeun Yoo In So Kweon WSOL 79 142 0 07 Aug 2017
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 87 811 0 24 Mar 2017
Exploiting saliency for object segmentation from image level labels Seong Joon Oh Rodrigo Benenson Anna Khoreva Zeynep Akata Mario Fritz Bernt Schiele SSeg 396 200 0 28 Jan 2017
Weakly Supervised Semantic Segmentation using Web-Crawled Videos Seunghoon Hong Donghun Yeo Suha Kwak Honglak Lee Bohyung Han 109 158 0 02 Jan 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 325 20,086 0 07 Oct 2016
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation Alexander Kolesnikov Christoph H. Lampert SSeg 56 749 0 19 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 253 9,338 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation Yunchao Wei Xiaodan Liang Yunpeng Chen Xiaohui Shen Ming-Ming Cheng Jiashi Feng Yao-Min Zhao Shuicheng Yan 106 555 0 10 Sep 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014