Training Region-based Object Detectors with Online Hard Example Mining

Training Region-based Object Detectors with Online Hard Example Mining

12 April 2016

Abhinav Shrivastava

Ross B. Girshick

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

15 / 615 papers shown

Title
Multi-Path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained "Hard Faces" Yuguang Liu M. Levine ObjD CVBM 27 10 0 27 Mar 2017
Detecting Oriented Text in Natural Images by Linking Segments Baoguang Shi X. Bai Serge J. Belongie VLM 33 647 0 19 Mar 2017
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 21 181 0 06 Mar 2017
Learning What Data to Learn Yang Fan Fei Tian Tao Qin Jiang Bian Tie-Yan Liu 15 79 0 28 Feb 2017
Deep Learning Logo Detection with Data Expansion by Synthesising Context Hang Su Xiatian Zhu S. Gong 30 87 0 29 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 41 320 0 20 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 228 21,841 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 29 2,562 0 30 Nov 2016
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 44 1,002 0 23 Nov 2016
Supervision via Competition: Robot Adversaries for Learning Tasks Lerrel Pinto James Davidson Abhinav Gupta SSL 24 82 0 05 Oct 2016
Bootstrapping Face Detection with Hard Negative Examples Shaohua Wan Zhijun Chen Zhang Tao Bo Zhang Kong-kat Wong CVBM ObjD 38 60 0 07 Aug 2016
Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization Spyridon Gidaris N. Komodakis ObjD 24 79 0 14 Jun 2016
Self Paced Deep Learning for Weakly Supervised Object Detection E. Sangineto Moin Nabi D. Ćulibrk N. Sebe WSOD SSL 33 116 0 24 May 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 9 161 0 23 May 2016
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 25 130 0 15 Apr 2016