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
Instance-Aware Representation Learning and Association for Online Multi-Person Tracking Hefeng Wu Yafei Hu Keze Wang Hanhui Li Lin Nie Hui Cheng VOT 48 31 0 29 May 2019
Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets Guy Hacohen Leshem Choshen D. Weinshall AI4TS OOD 120 57 0 26 May 2019
Multi-Scale Dual-Branch Fully Convolutional Network for Hand Parsing Yang Lu Xiaohui Liang Frederick W. B. Li 34 0 0 24 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 166 2,406 0 13 May 2019
Learning Loss for Active Learning Donggeun Yoo In So Kweon UQCV 91 665 0 09 May 2019
Deep Flow-Guided Video Inpainting Rui Xu Xiaoxiao Li Bolei Zhou Chen Change Loy VGen 67 222 0 08 May 2019
Meta-learners' learning dynamics are unlike learners' Neil C. Rabinowitz OffRL 88 16 0 03 May 2019
RetinaFace: Single-stage Dense Face Localisation in the Wild Jiankang Deng Jiaxin Guo Yuxiang Zhou Jinke Yu I. Kotsia Stefanos Zafeiriou CVBM 3DH 121 602 0 02 May 2019
HAR-Net: Joint Learning of Hybrid Attention for Single-stage Object Detection Yali Li Shengjin Wang 59 34 0 25 Apr 2019
Reinterpreting CTC training as iterative fitting Hongzhu Li Weiqiang Wang 21 1 0 24 Apr 2019
Automated Focal Loss for Image based Object Detection Michael Weber Michael Fürst Johann Marius Zöllner 94 26 0 19 Apr 2019
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning Thanh-Toan Do Toan M. Tran Ian Reid B. V. Kumar Tuan Hoang G. Carneiro 65 67 0 18 Apr 2019
Single Pixel Reconstruction for One-stage Instance Segmentation Jun-chen Yu Jinghan Yao Jian Zhang Zhou Yu Dacheng Tao SSeg ISeg 60 65 0 16 Apr 2019
Automatic adaptation of object detectors to new domains using self-training Aruni RoyChowdhury Prithvijit Chakrabarty Ashish Singh SouYoung Jin Huaizu Jiang Liangliang Cao Erik Learned-Miller VLM ObjD 104 165 0 15 Apr 2019
DuBox: No-Prior Box Objection Detection via Residual Dual Scale Detectors Shuai Chen Jinpeng Li Chuanqi Yao Wenbo Hou Shuo Qin Wenyao Jin Xu Tang ObjD 76 7 0 15 Apr 2019
Towards Accurate One-Stage Object Detection with AP-Loss Kean Chen Jianguo Li Weiyao Lin John See Ji Wang Ling-yu Duan Zhibo Chen Changwei He Junni Zou ObjD 71 113 0 12 Apr 2019
EvalNorm: Estimating Batch Normalization Statistics for Evaluation Saurabh Singh Abhinav Shrivastava 92 51 0 12 Apr 2019
Learning to Generate Synthetic Data via Compositing Shashank Tripathi Siddhartha Chandra Amit Agrawal A. Tyagi James M. Rehg Visesh Chari 105 120 0 10 Apr 2019
Prime Sample Attention in Object Detection Yuhang Cao Kai-xiang Chen Chen Change Loy Dahua Lin ObjD 89 202 0 09 Apr 2019
Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology Ke Yan Yifan Peng V. Sandfort M. Bagheri Zhiyong Lu Ronald M. Summers MedIm 73 68 0 09 Apr 2019
FoveaBox: Beyond Anchor-based Object Detector Tao Kong F. Sun Huaping Liu Yuning Jiang Lei Li Jianbo Shi ObjD 102 209 0 08 Apr 2019
On The Power of Curriculum Learning in Training Deep Networks Guy Hacohen D. Weinshall ODL 109 452 0 07 Apr 2019
Libra R-CNN: Towards Balanced Learning for Object Detection Jiangmiao Pang Kai-xiang Chen Jianping Shi H. Feng Wanli Ouyang Dahua Lin ObjD 104 1,296 0 04 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 154 1,690 0 04 Apr 2019
Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning Tongtong Yuan Weihong Deng Jian Tang Yinan Tang Binghui Chen 80 72 0 04 Apr 2019
Character Region Awareness for Text Detection Youngmin Baek Bado Lee Dongyoon Han Sangdoo Yun Hwalsuk Lee 73 785 0 03 Apr 2019
Point in, Box out: Beyond Counting Persons in Crowds Yuting Liu Miaojing Shi Qijun Zhao Xiaofang Wang 3DPC 82 192 0 02 Apr 2019
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition Domen Tabernik D. Skočaj 60 251 0 01 Apr 2019
Improving Object Detection with Inverted Attention Zeyi Huang Wei Ke Dong Huang 77 32 0 28 Mar 2019
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters Xinshao Wang Yang Hua Elyor Kodirov David Clifton N. Robertson NoLa 145 63 0 28 Mar 2019
Pyramid Mask Text Detector Jingchao Liu Xuebo Liu Jie Sheng Ding Liang Xin Li Qingjie Liu 77 68 0 28 Mar 2019
ThunderNet: Towards Real-time Generic Object Detection Zheng Qin Zeming Li Zhaoning Zhang Yiping Bao Gang Yu Yuxing Peng Jian Sun ObjD 65 256 0 28 Mar 2019
Automated pulmonary nodule detection using 3D deep convolutional neural networks Hao Tang Daniel R. Kim Xiaohui Xie MedIm 42 78 0 23 Mar 2019
Towards Robust Curve Text Detection with Conditional Spatial Expansion Zichuan Liu Guosheng Lin Sheng Yang Fayao Liu Weisi Lin W. Goh 67 82 0 21 Mar 2019
GFD-SSD: Gated Fusion Double SSD for Multispectral Pedestrian Detection Yang Zheng I. Izzat S. Ziaee 51 59 0 16 Mar 2019
CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery Gongjie Zhang Shijian Lu Wei Zhang 97 358 0 03 Mar 2019
PEA265: Perceptual Assessment of Video Compression Artifacts Liqun Lin Shiqi Yu Tiesong Zhao Zhou Wang 65 28 0 01 Mar 2019
Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks Yi Li MedIm 48 21 0 25 Feb 2019
Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather Mario Bijelic Tobias Gruber Fahim Mannan Florian Kraus W. Ritter Klaus C. J. Dietmayer Felix Heide 71 41 0 24 Feb 2019
Detector-in-Detector: Multi-Level Analysis for Human-Parts Xiaojie Li L. Yang Q. Song Fuqiang Zhou CVBM 3DH 92 16 0 19 Feb 2019
R $^2$ -CNN: Fast Tiny Object Detection in Large-Scale Remote Sensing Images Jiangmiao Pang Cong Li Jianping Shi Zhi-hai Xu H. Feng ObjD 94 75 0 16 Feb 2019
Online Multi-Object Tracking with Dual Matching Attention Networks Ji Zhu Hua Yang Nian Liu Minyoung Kim Wenjun Zhang Ming-Hsuan Yang VOT 107 347 0 02 Feb 2019
Dataset Culling: Towards Efficient Training Of Distillation-Based Domain Specific Models Kentaro Yoshioka Edward H. Lee S. Wong M. Horowitz 23 2 0 01 Feb 2019
Object Detection based on Region Decomposition and Assembly Seung-Hwan Bae ObjD 65 31 0 24 Jan 2019
Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection Fan Yang Lei Zhang Sijia Yu Danil Prokhorov Xue Mei Haibin Ling 98 725 0 18 Jan 2019
DAFE-FD: Density Aware Feature Enrichment for Face Detection Vishwanath A. Sindagi Vishal M. Patel CVBM 78 16 0 16 Jan 2019
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free Cheng-Yang Fu Mykhailo Shvets Alexander C. Berg ObjD 101 141 0 10 Jan 2019
Thinking Outside the Pool: Active Training Image Creation for Relative Attributes Aron Yu Kristen Grauman 51 23 0 08 Jan 2019
Learning Efficient Detector with Semi-supervised Adaptive Distillation Shitao Tang Xue Jiang Wenqi Shao Zhanghui Kuang Wayne Zhang Yimin Chen 80 20 0 02 Jan 2019
Support Vector Guided Softmax Loss for Face Recognition Xiaobo Wang Shuo Wang Shifeng Zhang Tianyu Fu Hailin Shi Tao Mei CVBM 70 40 0 29 Dec 2018