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Few-Example Object Detection with Model Communication

26 June 2017

Liang Zheng

Yi Yang

Papers citing "Few-Example Object Detection with Model Communication"

50 / 50 papers shown

Title
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors Xuanyi Dong Shoou-I Yu Xinshuo Weng S. Wei Yi Yang Yaser Sheikh CVBM 65 194 0 03 Jul 2018
Zero-Shot Object Detection Ankan Bansal Karan Sikka Gaurav Sharma Rama Chellappa Ajay Divakaran VLM ObjD 95 361 0 12 Apr 2018
Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM ObjD 83 100 0 19 Mar 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts Shafin Rahman Salman Khan Fatih Porikli ObjD 91 151 0 16 Mar 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 85 190 0 26 Feb 2018
Collaborative Learning for Weakly Supervised Object Detection Jiajie Wang Jiangchao Yao Ya Zhang Rui Zhang WSOD 56 48 0 10 Feb 2018
Learning to Segment Human by Watching YouTube Xiaodan Liang Yunchao Wei Liang Lin Yunpeng Chen Xiaohui Shen Jianchao Yang Shuicheng Yan VOS 43 24 0 04 Oct 2017
Soft Proposal Networks for Weakly Supervised Object Localization Yi Zhu Yanzhao Zhou QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 62 150 0 06 Sep 2017
Multiple Instance Detection Network with Online Instance Classifier Refinement Peng Tang Xinggang Wang X. Bai Wenyu Liu WSOD 80 442 0 01 Apr 2017
Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning Dingwen Zhang Deyu Meng Long Zhao Junwei Han WSOD 75 87 0 03 Mar 2017
Active Self-Paced Learning for Cost-Effective and Progressive Face Identification Liang Lin Keze Wang Deyu Meng W. Zuo Lei Zhang CVBM 74 152 0 13 Jan 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,633 0 25 Dec 2016
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 54 66 0 19 Dec 2016
Weakly Supervised Cascaded Convolutional Networks Ali Diba Vivek Sharma A. Pazandeh Hamed Pirsiavash Luc Van Gool WSOD 58 298 0 24 Nov 2016
A Discriminatively Learned CNN Embedding for Person Re-identification Zhedong Zheng Liang Zheng Yi Yang 172 885 0 17 Nov 2016
ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization Vadim Kantorov Maxime Oquab Minsu Cho Ivan Laptev WSOL 73 306 0 14 Sep 2016
Weakly Supervised Object Localization Using Size Estimates Miaojing Shi V. Ferrari WSOL 68 81 0 15 Aug 2016
SIFT Meets CNN: A Decade Survey of Instance Retrieval Liang Zheng Yi Yang Q. Tian 69 698 0 05 Aug 2016
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip Torr Andrea Vedaldi 72 471 0 16 Jun 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 375 7,333 0 13 Jun 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 177 5,642 0 20 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 51 67 0 19 Apr 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 154 2,421 0 12 Apr 2016
Weakly Supervised Localization using Deep Feature Maps Archith J. Bency H. Kwon Hyungtae Lee S. Karthikeyan B. S. Manjunath WSOL 52 73 0 01 Mar 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 225 5,762 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 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 246 29,871 0 08 Dec 2015
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks Chen Sun Manohar Paluri R. Collobert Ram Nevatia Lubomir D. Bourdev 100 61 0 12 Nov 2015
Weakly Supervised Deep Detection Networks Hakan Bilen Andrea Vedaldi WSOD 96 790 0 09 Nov 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
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 718 37,020 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 528 62,377 0 04 Jun 2015
Watch and Learn: Semi-Supervised Learning of Object Detectors from Videos Ishan Misra Abhinav Shrivastava M. Hebert 70 123 0 21 May 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 88 373 0 07 May 2015
Fast R-CNN Ross B. Girshick ObjD 309 25,081 0 30 Apr 2015
What makes for effective detection proposals? J. Hosang Rodrigo Benenson Piotr Dollár Bernt Schiele ObjD 110 735 0 17 Feb 2015
Discriminatively Trained And-Or Graph Models for Object Shape Detection Liang Lin Xinyu Wang Wei Yang Jianhuang Lai 77 90 0 02 Feb 2015
Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals Minsu Cho Suha Kwak Cordelia Schmid Jean Ponce 83 280 0 25 Jan 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 485 43,694 0 17 Sep 2014
Self-taught Object Localization with Deep Networks Loris Bazzani Alessandro Bergamo Dragomir Anguelov Lorenzo Torresani SSL ObjD 88 154 0 13 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 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 1.7K 39,595 0 01 Sep 2014
LSDA: Large Scale Detection Through Adaptation Judy Hoffman S. Guadarrama Eric Tzeng Ronghang Hu Jeff Donahue Ross B. Girshick Trevor Darrell Kate Saenko ObjD 100 334 0 18 Jul 2014
Weakly-supervised Discovery of Visual Pattern Configurations Hyun Oh Song Yong Jae Lee Stefanie Jegelka Trevor Darrell WSOD 66 165 0 25 Jun 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 280 14,712 0 20 Jun 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 407 11,233 0 18 Jun 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 426 43,814 0 01 May 2014
On learning to localize objects with minimal supervision Hyun Oh Song Ross B. Girshick Stefanie Jegelka Julien Mairal Zaïd Harchaoui Trevor Darrell 112 251 0 05 Mar 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 155 5,008 0 21 Dec 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,217 0 11 Nov 2013