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
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 109 9 0 21 Feb 2023
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization Wei Gao Fang Wan Xingjia Pan Zhiliang Peng Qi Tian Zhenjun Han Bolei Zhou QiXiang Ye ViT WSOL 48 199 0 27 Mar 2021
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection Chia-Yu Hsu Wenwen Li 33 8 0 06 Mar 2021
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection Zeyi Huang Yang Zou V. Bhagavatula Dong Huang WSOD 39 122 0 22 Oct 2020
Inter-Image Communication for Weakly Supervised Localization Xiaolin Zhang Yunchao Wei Yi Yang WSOL 38 109 0 12 Aug 2020
Geometry Constrained Weakly Supervised Object Localization Weizeng Lu Xi Jia Weicheng Xie Linlin Shen Yicong Zhou Jinming Duan 18 84 0 19 Jul 2020
Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer Yuanyi Zhong Jianfeng Wang Jian-wei Peng Lei Zhang 17 50 0 15 Jul 2020
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Xuan Li Yong Jae Lee Alex Schwing Jan Kautz WSOD 39 200 0 09 Apr 2020
SF-Net: Single-Frame Supervision for Temporal Action Localization Fan Ma Linchao Zhu Yi Yang Shengxin Cindy Zha Gourab Kundu Matt Feiszli Zheng Shou 34 140 0 15 Mar 2020
Rethinking the Route Towards Weakly Supervised Object Localization Chen-Da Liu-Zhang Yunhao Cao Jianxin Wu WSOL 35 100 0 26 Feb 2020
Evaluating Weakly Supervised Object Localization Methods Right Junsuk Choe Seong Joon Oh Seungho Lee Sanghyuk Chun Zeynep Akata Hyunjung Shim WSOL 333 188 0 21 Jan 2020
Towards Precise End-to-end Weakly Supervised Object Detection Network Ke Yang Dongsheng Li Y. Dou WSOD 34 129 0 27 Nov 2019
Tell Me What They're Holding: Weakly-supervised Object Detection with Transferable Knowledge from Human-object Interaction Daesik Kim Gyujeong Lee Jisoo Jeong Nojun Kwak 16 15 0 19 Nov 2019
Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation Zhanghexuan Ji Yan Shen Chunwei Ma Mingchen Gao 47 64 0 05 Nov 2019
Combinational Class Activation Maps for Weakly Supervised Object Localization Seunghan Yang Yoonhyung Kim Youngeun Kim Changick Kim WSOL 76 78 0 12 Oct 2019
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization Dianbo Liu Yuanwei Wu Wenchi Ma Guanghui Wang 33 13 0 04 Oct 2019
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI Dennis Bontempi Sergio Benini A. Signoroni M. Svanera L. Muckli 3DV 27 27 0 11 Sep 2019
Dual-attention Focused Module for Weakly Supervised Object Localization Yukun Zhou Zailiang Chen Hai-lan Shen Qing Liu Rongchang Zhao Yixiong Liang WSOL 38 4 0 11 Sep 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 74 366 0 27 Aug 2019
Object-Aware Instance Labeling for Weakly Supervised Object Detection Satoshi Kosugi T. Yamasaki Kiyoharu Aizawa WSOD 35 54 0 10 Aug 2019
Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks Florian Dubost H. Adams P. Yilmaz Gerda Bortsova Gijs van Tulder M. Ikram W. Niessen Meike W. Vernooij Marleen de Bruijne MedIm 14 43 0 05 Jun 2019
Marginalized Average Attentional Network for Weakly-Supervised Learning Yuan. Yuan Yueming Lyu Xi Shen Ivor W. Tsang Dit-Yan Yeung 39 82 0 21 May 2019
Weakly-Supervised Temporal Localization via Occurrence Count Learning Julien Schroeter K. Sidorov David Marshall 9 12 0 17 May 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 553 4,735 0 13 May 2019
C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection Fang Wan Chang-rui Liu Wei Ke Xiangyang Ji Jianbin Jiao QiXiang Ye WSOD 38 229 0 11 Apr 2019
Activity Driven Weakly Supervised Object Detection Zhenheng Yang D. Mahajan Deepti Ghadiyaram Ram Nevatia Vignesh Ramanathan WSOD 16 32 0 02 Apr 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip Torr 64 2,369 0 02 Apr 2019
Min-Entropy Latent Model for Weakly Supervised Object Detection Fang Wan Pengxu Wei Zhenjun Han Jianbin Jiao QiXiang Ye WSOD 29 217 0 16 Feb 2019
Dissimilarity Coefficient based Weakly Supervised Object Detection Aditya Arun C. V. Jawahar M. P. Kumar WSOD 23 88 0 25 Nov 2018
Weakly Supervised Object Detection in Artworks Nicolas Gonthier Y. Gousseau Saïd Ladjal Olivier Bonfait ObjD 17 70 0 05 Oct 2018
Self-produced Guidance for Weakly-supervised Object Localization Xiaolin Zhang Yunchao Wei Guoliang Kang Yi Yang Thomas Huang WSOL 75 252 0 24 Jul 2018
AutoLoc: Weakly-supervised Temporal Action Localization Zheng Shou Hang Gao Lei Zhang K. Miyazawa Shih-Fu Chang 56 258 0 22 Jul 2018
TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection Yunchao Wei Zhiqiang Shen Bowen Cheng Humphrey Shi Jinjun Xiong Jiashi Feng Thomas Huang WSOD 35 153 0 13 Jul 2018
PCL: Proposal Cluster Learning for Weakly Supervised Object Detection Peng Tang Xinggang Wang S. Bai Wei Shen X. Bai Wenyu Liu Alan Yuille WSOD 50 365 0 09 Jul 2018
Zigzag Learning for Weakly Supervised Object Detection Xiaopeng Zhang Jiashi Feng H. Xiong Qi Tian WSOD 30 113 0 25 Apr 2018
Adversarial Complementary Learning for Weakly Supervised Object Localization Xiaolin Zhang Yunchao Wei Jiashi Feng Yi Yang Thomas Huang WSOL 96 571 0 19 Apr 2018
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation Naoto Inoue Ryosuke Furuta T. Yamasaki Kiyoharu Aizawa ObjD 47 528 0 30 Mar 2018
Weakly Supervised Salient Object Detection Using Image Labels Guanbin Li Yuan Xie Liang Lin 30 119 0 17 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 95 1,535 0 28 Feb 2018
Mixed Supervised Object Detection with Robust Objectness Transfer Yan-Ran Li Junge Zhang Kaiqi Huang Jianguo Zhang WSOD 35 36 0 27 Feb 2018
Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning Weifeng Ge Sibei Yang Yizhou Yu 48 189 0 26 Feb 2018
Improved Techniques For Weakly-Supervised Object Localization Junsuk Choe J. Park Hyunjung Shim WSOL 42 7 0 22 Feb 2018
Collaborative Learning for Weakly Supervised Object Detection Jiajie Wang Jiangchao Yao Ya Zhang Rui Zhang WSOD 41 46 0 10 Feb 2018
Weakly Supervised Action Localization by Sparse Temporal Pooling Network P. Nguyen Ting Liu Gautam Prasad Bohyung Han WSOL 117 348 0 14 Dec 2017
CondenseNet: An Efficient DenseNet using Learned Group Convolutions Gao Huang Shichen Liu Laurens van der Maaten Kilian Q. Weinberger 61 796 0 25 Nov 2017
Multiple Instance Curriculum Learning for Weakly Supervised Object Detection Siyang Li Xiangxin Zhu Qin Huang Hao Xu C.-C. Jay Kuo WSOD 55 35 0 25 Nov 2017
C-WSL: Count-guided Weakly Supervised Localization M. Gao Ang Li Ruichi Yu Vlad I. Morariu L. Davis WSOL 33 95 0 14 Nov 2017
Soft Proposal Networks for Weakly Supervised Object Localization Yi Zhu Yanzhao Zhou QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 35 150 0 06 Sep 2017
Revisiting knowledge transfer for training object class detectors J. Uijlings S. Popov V. Ferrari VLM ObjD 29 71 0 21 Aug 2017
Learning Policies for Adaptive Tracking with Deep Feature Cascades Chen Huang Simon Lucey Deva Ramanan 38 223 0 09 Aug 2017