Training Region-based Object Detectors with Online Hard Example Mining

12 April 2016

Papers citing "Training Region-based Object Detectors with Online Hard Example Mining"

22 / 822 papers shown

Title
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation Di Xie Jiang Xiong Shiliang Pu 147 183 0 06 Mar 2017
Learning What Data to Learn Yang Fan Fei Tian Tao Qin Jiang Bian Tie-Yan Liu 87 79 0 28 Feb 2017
Learning Chained Deep Features and Classifiers for Cascade in Object Detection Wanli Ouyang Kun Wang Xin Zhu Xiaogang Wang ObjD 57 19 0 23 Feb 2017
Visual Discovery at Pinterest Andrew Zhai Dmitry Kislyuk Yushi Jing Michael Feng Eric Tzeng Jeff Donahue Yue Li Du Trevor Darrell 74 82 0 15 Feb 2017
An Implementation of Faster RCNN with Study for Region Sampling Xinlei Chen Abhinav Gupta ObjD 67 160 0 07 Feb 2017
Deep Learning Logo Detection with Data Expansion by Synthesising Context Hang Su Xiatian Zhu S. Gong 78 88 0 29 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 102 321 0 20 Dec 2016
Finding Tiny Faces Peiyun Hu Deva Ramanan CVBM ObjD 76 743 0 13 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 533 22,251 0 09 Dec 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 116 2,576 0 30 Nov 2016
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 105 1,007 0 23 Nov 2016
StuffNet: Using 'Stuff' to Improve Object Detection Samarth Brahmbhatt H. Christensen James Hays 3DPC ObjD 110 22 0 19 Oct 2016
Supervision via Competition: Robot Adversaries for Learning Tasks Lerrel Pinto James Davidson Abhinav Gupta SSL 94 82 0 05 Oct 2016
Hard Negative Mining for Metric Learning Based Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie 68 58 0 26 Aug 2016
Bootstrapping Face Detection with Hard Negative Examples Shaohua Wan Zhijun Chen Zhang Tao Bo Zhang Kong-kat Wong CVBM ObjD 91 60 0 07 Aug 2016
Is Faster R-CNN Doing Well for Pedestrian Detection? Liliang Zhang Liang Lin Xiaodan Liang Kaiming He ObjD 79 820 0 24 Jul 2016
Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization Spyridon Gidaris N. Komodakis ObjD 83 80 0 14 Jun 2016
Self Paced Deep Learning for Weakly Supervised Object Detection E. Sangineto Moin Nabi D. Ćulibrk N. Sebe WSOD SSL 96 117 0 24 May 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 157 162 0 23 May 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 215 5,655 0 20 May 2016
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 86 130 0 15 Apr 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 272 5,266 0 22 Dec 2015