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"

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Title
Deep Regionlets for Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 91 66 0 06 Dec 2017
R-FCN-3000 at 30fps: Decoupling Detection and Classification Bharat Singh Hengduo Li Abhishek Sharma L. Davis ObjD 77 95 0 05 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 266 4,959 0 03 Dec 2017
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 150 1,230 0 30 Nov 2017
Separating Self-Expression and Visual Content in Hashtag Supervision Andreas Veit Maximilian Nickel Serge J. Belongie Laurens van der Maaten VLM 104 29 0 27 Nov 2017
Deep Extreme Cut: From Extreme Points to Object Segmentation Kevis-Kokitsi Maninis Sergi Caelles Jordi Pont-Tuset Luc Van Gool 91 418 0 24 Nov 2017
Feature Selective Networks for Object Detection Y. Zhai Jingjing Fu Yan Lu Houqiang Li ObjD 73 18 0 24 Nov 2017
An Analysis of Scale Invariance in Object Detection - SNIP Bharat Singh L. Davis ObjD 111 745 0 22 Nov 2017
Repulsion Loss: Detecting Pedestrians in a Crowd Xinlong Wang Tete Xiao Yuning Jiang Shuai Shao Jian Sun Chunhua Shen 86 502 0 21 Nov 2017
S4Net: Single Stage Salient-Instance Segmentation Ruochen Fan Ming-Ming Cheng Qibin Hou Tai-Jiang Mu Jingdong Wang Shimin Hu ISeg SSeg 66 86 0 21 Nov 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 196 1,430 0 20 Nov 2017
Light-Head R-CNN: In Defense of Two-Stage Object Detector Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 80 366 0 20 Nov 2017
Face Attention Network: An Effective Face Detector for the Occluded Faces Jianfeng Wang Ye Yuan Gang Yu CVBM 72 153 0 20 Nov 2017
MegDet: A Large Mini-Batch Object Detector Chao Peng Tete Xiao Zeming Li Yuning Jiang Xiangyu Zhang Kai Jia Gang Yu Jian Sun ObjD 209 318 0 20 Nov 2017
Single-Shot Refinement Neural Network for Object Detection Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 74 1,291 0 18 Nov 2017
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks Zhenhua Feng J. Kittler Muhammad Awais P. Huber Xiaojun Wu CVBM 87 400 0 17 Nov 2017
Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie Guokun Lai Zihang Dai Eduard H. Hovy ELM 81 75 0 09 Nov 2017
Cascade Region Proposal and Global Context for Deep Object Detection Qiaoyong Zhong Chao Li Yingying Zhang Di Xie Shicai Yang Shiliang Pu ObjD 62 55 0 30 Oct 2017
ActivityNet Challenge 2017 Summary Guohao Li Juan Carlos Niebles Cees G. M. Snoek Fabian Caba Heilbron Humam Alwassel Ranjay Krishna Victor Escorcia Kenji Hata S. Buch 110 48 0 22 Oct 2017
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 127 562 0 11 Oct 2017
Adversarial Occlusion-aware Face Detection Yujia Chen Lingxiao Song Ran He CVBM 49 14 0 15 Sep 2017
Holistic, Instance-Level Human Parsing Qizhu Li Anurag Arnab Philip Torr SSeg 134 67 0 11 Sep 2017
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection Yuchen Dai Zheng Huang Yuting Gao Youxuan Xu Kai Chen Jie Guo Weidong Qiu 90 140 0 11 Sep 2017
CNN Fixations: An unraveling approach to visualize the discriminative image regions Konda Reddy Mopuri Utsav Garg R. Venkatesh Babu AAML 91 56 0 22 Aug 2017
SSH: Single Stage Headless Face Detector Mahyar Najibi Pouya Samangouei Rama Chellappa L. Davis CVBM PICV 107 422 0 14 Aug 2017
Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning Qi Dou Hao Chen Yueming Jin Huangjing Lin J. Qin Pheng-Ann Heng 56 161 0 13 Aug 2017
CoupleNet: Coupling Global Structure with Local Parts for Object Detection Yousong Zhu Chaoyang Zhao Jinqiao Wang Xu Zhao Yi Wu Hanqing Lu ObjD 86 254 0 09 Aug 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 135 3,009 0 07 Aug 2017
Optimizing Region Selection for Weakly Supervised Object Detection Wenhui Jiang Thuyen Ngo B. S. Manjunath Zhicheng Zhao Fei Su WSOD 61 7 0 05 Aug 2017
Semantic Segmentation with Reverse Attention Qin Huang Chunyang Xia Chi-Hao Wu Siyang Li Yeon-Chang Wang Yuhang Song C.-C. Jay Kuo SSeg 149 66 0 20 Jul 2017
Adaptive Feeding: Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors Hong-Yu Zhou Bin-Bin Gao Jianxin Wu ObjD 81 29 0 20 Jul 2017
Deformable Part-based Fully Convolutional Network for Object Detection Taylor Mordan Nicolas Thome Matthieu Cord Gilles Hénaff ObjD 64 15 0 19 Jul 2017
Residual Features and Unified Prediction Network for Single Stage Detection Kyoungmin Lee Jaeseok Choi Jisoo Jeong Nojun Kwak ObjD 51 27 0 17 Jul 2017
RON: Reverse Connection with Objectness Prior Networks for Object Detection Tao Kong F. Sun Anbang Yao Huaping Liu Ming Lu Yurong Chen ObjD 89 404 0 06 Jul 2017
Few-Example Object Detection with Model Communication Xuanyi Dong Liang Zheng Fan Ma Yi Yang Deyu Meng ObjD VLM 266 160 0 26 Jun 2017
Face R-CNN Hao Wang Zhifeng Li Xing Ji Yitong Wang ObjD CVBM 76 91 0 04 Jun 2017
Cell Tracking via Proposal Generation and Selection S. Akram Arno Solin L. Eklund J. Heikkilä 96 28 0 09 May 2017
S-OHEM: Stratified Online Hard Example Mining for Object Detection Min-ne Li Zhaoning Zhang Hao Yu Xinyuan Chen Dongsheng Li ObjD 19 16 0 05 May 2017
Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples Haw-Shiuan Chang Erik Learned-Miller Andrew McCallum 100 355 0 24 Apr 2017
Temporal Action Detection with Structured Segment Networks Yue Zhao Yuanjun Xiong Limin Wang Zhirong Wu Xiaoou Tang Dahua Lin 145 916 0 20 Apr 2017
Learning to Fly by Crashing Dhiraj Gandhi Lerrel Pinto Abhinav Gupta SSL 107 277 0 19 Apr 2017
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection Xinyu Wang Abhinav Shrivastava Abhinav Gupta ObjD 102 572 0 11 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 104 117 0 10 Apr 2017
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade Xiaoxiao Li Ziwei Liu Ping Luo Chen Change Loy Xiaoou Tang 166 264 0 05 Apr 2017
Smart Mining for Deep Metric Learning Ben Harwood B. V. Kumar G. Carneiro Ian Reid Tom Drummond 108 350 0 05 Apr 2017
DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling Lachlan Tychsen-Smith L. Petersson ObjD 102 113 0 30 Mar 2017
Multi-Path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained "Hard Faces" Yuguang Liu M. Levine ObjD CVBM 31 11 0 27 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 444 27,338 0 20 Mar 2017
Detecting Oriented Text in Natural Images by Linking Segments Baoguang Shi X. Bai Serge J. Belongie VLM 83 649 0 19 Mar 2017
Robust Adversarial Reinforcement Learning Lerrel Pinto James Davidson Rahul Sukthankar Abhinav Gupta OOD 148 863 0 08 Mar 2017