Weakly Supervised Object Localization and Detection: A Survey

16 April 2021

Dingwen Zhang

Junwei Han

Gong Cheng

Ming-Hsuan Yang

WSOD

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Papers citing "Weakly Supervised Object Localization and Detection: A Survey"

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Title
Optimizing Region Selection for Weakly Supervised Object Detection Wenhui Jiang Thuyen Ngo B. S. Manjunath Zhicheng Zhao Fei Su WSOD 31 7 0 05 Aug 2017
Exploiting Web Images for Weakly Supervised Object Detection Qingyi Tao Hao Yang Jianfei Cai 33 21 0 27 Jul 2017
Object-Extent Pooling for Weakly Supervised Single-Shot Localization Amogh Gudi Nicolai van Rosmalen Marco Loog Jan van Gemert WSOL 25 17 0 19 Jul 2017
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images Waleed M. Gondal Jan M. Köhler René Grzeszick G. Fink M. Hirsch MedIm 43 138 0 29 Jun 2017
Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images Zhiyuan Shi Timothy M. Hospedales Tao Xiang 16 31 0 19 Jun 2017
Bayesian Joint Topic Modelling for Weakly Supervised Object Localisation Zhiyuan Shi Timothy M. Hospedales Tao Xiang BDL 13 70 0 09 May 2017
Deep Descriptor Transforming for Image Co-Localization Xiu-Shen Wei Chen-Da Liu-Zhang Yao Li Chen-Wei Xie Jianxin Wu Chunhua Shen Zhi Zhou VLM 63 36 0 08 May 2017
Deep Patch Learning for Weakly Supervised Object Classification and Discovery Peng Tang Xinggang Wang Zilong Huang X. Bai Wenyu Liu WSOD OCL 31 73 0 06 May 2017
Transfer Learning by Ranking for Weakly Supervised Object Annotation Zhiyuan Shi P. Siva Tao Xiang 27 61 0 02 May 2017
Deep Self-Taught Learning for Weakly Supervised Object Localization Zequn Jie Yunchao Wei Xiaojie Jin Jiashi Feng Wen Liu SSL WSOL 23 194 0 18 Apr 2017
Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization Krishna Kumar Singh Yong Jae Lee 64 679 0 13 Apr 2017
Multiple Instance Detection Network with Online Instance Classifier Refinement Peng Tang Xinggang Wang X. Bai Wenyu Liu WSOD 50 440 0 01 Apr 2017
Weakly Supervised Object Localization Using Things and Stuff Transfer Miaojing Shi Holger Caesar V. Ferrari 40 74 0 23 Mar 2017
UntrimmedNets for Weakly Supervised Action Recognition and Detection Limin Wang Yuanjun Xiong Dahua Lin Luc Van Gool 48 490 0 09 Mar 2017
Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection Xiaodan Liang Lisa Lee Eric Xing 51 251 0 08 Mar 2017
Tree-Structured Reinforcement Learning for Sequential Object Localization Zequn Jie Xiaodan Liang Jiashi Feng Xiaojie Jin W. Lu Shuicheng Yan 25 126 0 08 Mar 2017
Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning Dingwen Zhang Deyu Meng Long Zhao Junwei Han WSOD 53 87 0 03 Mar 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 69 1,800 0 22 Dec 2016
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 143 2,223 0 02 Dec 2016
Weakly Supervised Cascaded Convolutional Networks Ali Diba Vivek Sharma A. Pazandeh Hamed Pirsiavash Luc Van Gool WSOD 45 298 0 24 Nov 2016
Revisiting Multiple Instance Neural Networks Xinggang Wang Yongluan Yan Peng Tang X. Bai Wenyu Liu 80 441 0 08 Oct 2016
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 200 19,796 0 07 Oct 2016
ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization Vadim Kantorov Maxime Oquab Minsu Cho Ivan Laptev WSOL 45 306 0 14 Sep 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 104 2,875 0 13 Sep 2016
Weakly Supervised Object Localization Using Size Estimates Miaojing Shi V. Ferrari WSOL 37 81 0 15 Aug 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 166 18,136 0 02 Jun 2016
Self Paced Deep Learning for Weakly Supervised Object Detection E. Sangineto Moin Nabi D. Ćulibrk N. Sebe WSOD SSL 55 116 0 24 May 2016
Improving Weakly-Supervised Object Localization By Micro-Annotation Alexander Kolesnikov Christoph H. Lampert 33 28 0 18 May 2016
Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection Krishna Kumar Singh Fanyi Xiao Yong Jae Lee 33 67 0 19 Apr 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 66 744 0 24 Mar 2016
Weakly Supervised Localization using Deep Feature Maps Archith J. Bency H. Kwon Hyungtae Lee S. Karthikeyan B. S. Manjunath WSOL 39 73 0 01 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 150 9,266 0 14 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 138 29,646 0 08 Dec 2015
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks Jost Tobias Springenberg GAN 58 745 0 19 Nov 2015
Active Object Localization with Deep Reinforcement Learning Juan C. Caicedo Svetlana Lazebnik ObjD 50 444 0 18 Nov 2015
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks Chen Sun Manohar Paluri R. Collobert Ram Nevatia Lubomir D. Bourdev 51 61 0 12 Nov 2015
Weakly Supervised Deep Detection Networks Hakan Bilen Andrea Vedaldi WSOD 50 784 0 09 Nov 2015
Relaxed Multiple-Instance SVM with Application to Object Discovery Xinggang Wang Zhuotun Zhu Cong Yao X. Bai 34 88 0 05 Oct 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 393 61,900 0 04 Jun 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 67 371 0 07 May 2015
Fast R-CNN Ross B. Girshick ObjD 275 24,933 0 30 Apr 2015
Weakly Supervised Object Localization with Multi-fold Multiple Instance Learning R. G. Cinbis Jakob Verbeek Cordelia Schmid WSOD SSL 53 430 0 03 Mar 2015
segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection Yukun Zhu R. Urtasun Ruslan Salakhutdinov Sanja Fidler ObjD 37 157 0 15 Feb 2015
Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning Judy Hoffman Deepak Pathak Trevor Darrell Kate Saenko 38 77 0 02 Dec 2014
Multiple Instance Reinforcement Learning for Efficient Weakly-Supervised Detection in Images Stefan Mathe C. Sminchisescu 40 12 0 29 Nov 2014
ConceptLearner: Discovering Visual Concepts from Weakly Labeled Image Collections Bolei Zhou Vignesh Jagadeesh Robinson Piramuthu VLM 25 47 0 19 Nov 2014
Self-taught Object Localization with Deep Networks Loris Bazzani Alessandro Bergamo Dragomir Anguelov Lorenzo Torresani SSL ObjD 45 153 0 13 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 822 99,991 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 986 39,383 0 01 Sep 2014
Simultaneous Detection and Segmentation Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik ObjD ISeg 104 1,291 0 07 Jul 2014