Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection

22 October 2020

Papers citing "Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection"

35 / 35 papers shown

Title
Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer Yuanyi Zhong Jianfeng Wang Jian-wei Peng Lei Zhang 48 50 0 15 Jul 2020
Self-Challenging Improves Cross-Domain Generalization Zeyi Huang Haohan Wang Eric Xing Dong Huang OOD 93 631 0 05 Jul 2020
SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection Ze Chen Zhihang Fu Rongxin Jiang Yao-wu Chen Xiansheng Hua WSOD 51 80 0 23 Jun 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 62 201 0 09 Apr 2020
Multi-Task Incremental Learning for Object Detection Xialei Liu Hao Yang Avinash Ravichandran Rahul Bhotika Stefano Soatto ObjD VLM CLL 47 12 0 13 Feb 2020
Multiple Anchor Learning for Visual Object Detection Wei Ke Tianliang Zhang Zeyi Huang QiXiang Ye Jianzhuang Liu Dong Huang ObjD 67 94 0 04 Dec 2019
WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection Zhaoyang Zeng Bei Liu Jianlong Fu Hongyang Chao Lei Zhang WSOD 66 152 0 11 Sep 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 107 367 0 27 Aug 2019
Learning Lightweight Lane Detection CNNs by Self Attention Distillation Yuenan Hou Zheng Ma Chunxiao Liu Chen Change Loy 68 557 0 02 Aug 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 71 230 0 11 Apr 2019
Weakly Supervised Object Detection with Segmentation Collaboration Xiaoyan Li Meina Kan Shiguang Shan Xilin Chen WSOD 61 97 0 01 Apr 2019
Improving Object Detection with Inverted Attention Zeyi Huang Wei Ke Dong Huang 67 32 0 28 Mar 2019
Dissimilarity Coefficient based Weakly Supervised Object Detection Aditya Arun C. V. Jawahar M. P. Kumar WSOD 43 88 0 25 Nov 2018
Learning without Memorizing Prithviraj Dhar Rajat Vikram Singh Kuan-Chuan Peng Ziyan Wu Rama Chellappa CLL 85 486 0 20 Nov 2018
Sharpen Focus: Learning with Attention Separability and Consistency Lezi Wang Ziyan Wu Srikrishna Karanam Kuan-Chuan Peng Rajat Vikram Singh Bo Liu Dimitris N. Metaxas 66 36 0 19 Nov 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 322 5,112 0 09 Sep 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 224 16,582 0 17 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 75 367 0 09 Jul 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 424 26,539 0 05 Sep 2017
Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation F. Saleh M. S. Aliakbarian Mathieu Salzmann L. Petersson J. Álvarez Stephen Gould 31 37 0 06 Jun 2017
Residual Attention Network for Image Classification Fei Wang Mengqing Jiang Chao Qian Shuo Yang Cheng Li Honggang Zhang Xiaogang Wang Xiaoou Tang 115 3,312 0 23 Apr 2017
Multiple Instance Detection Network with Online Instance Classifier Refinement Peng Tang Xinggang Wang X. Bai Wenyu Liu WSOD 73 442 0 01 Apr 2017
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 127 2,583 0 12 Dec 2016
Weakly Supervised Cascaded Convolutional Networks Ali Diba Vivek Sharma A. Pazandeh Hamed Pirsiavash Luc Van Gool WSOD 55 298 0 24 Nov 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 321 20,070 0 07 Oct 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 301 4,423 0 29 Jun 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,326 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 238 29,859 0 08 Dec 2015
Weakly Supervised Deep Detection Networks Hakan Bilen Andrea Vedaldi WSOD 81 790 0 09 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,360 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 309 25,059 0 30 Apr 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 362 19,660 0 09 Mar 2015
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 308 3,893 0 19 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,777 0 01 May 2014
Some Improvements on Deep Convolutional Neural Network Based Image Classification Andrew G. Howard VLM 135 436 0 19 Dec 2013