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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
Abhinav Gupta
Ross B. Girshick
    ObjD
ArXiv (abs)PDFHTML

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

50 / 936 papers shown
Resolving Class Imbalance in Object Detection with Weighted Cross
  Entropy Losses
Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses
Trong Huy Phan
Kazuma Yamamoto
134
87
0
02 Jun 2020
Graph Learning with Loss-Guided Training
Graph Learning with Loss-Guided Training
Eliav Buchnik
E. Cohen
125
2
0
31 May 2020
A Framework for Behavioral Biometric Authentication using Deep Metric
  Learning on Mobile Devices
A Framework for Behavioral Biometric Authentication using Deep Metric Learning on Mobile Devices
Cong Wang
Yanru Xiao
Xing Gao
Li Li
Jun Wang
HAI
191
0
0
26 May 2020
Learning Robust Feature Representations for Scene Text Detection
Learning Robust Feature Representations for Scene Text Detection
Sihwan Kim
T. Park
OOD
100
2
0
26 May 2020
NENET: An Edge Learnable Network for Link Prediction in Scene Text
NENET: An Edge Learnable Network for Link Prediction in Scene Text
M. Singh
Sayan Banerjee
S. Chaudhuri
102
1
0
25 May 2020
Fast and automated biomarker detection in breath samples with machine
  learning
Fast and automated biomarker detection in breath samples with machine learning
Angelika Skarysz
D. Salman
M. Eddleston
M. Sykora
E. Hunsicker
W. Nailon
Kareen Darnley
D. McLaren
C. L. P. Thomas
Andrea Soltoggio
124
9
0
24 May 2020
Delving into the Imbalance of Positive Proposals in Two-stage Object
  Detection
Delving into the Imbalance of Positive Proposals in Two-stage Object Detection
Zheng Ge
Zequn Jie
Xin Huang
Chengzhen Li
Osamu Yoshie
ObjD
80
0
0
23 May 2020
Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels
Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels
Junran Peng
Xingyuan Bu
Ming Sun
Zhaoxiang Zhang
Tieniu Tan
Junjie Yan
VLMObjD
209
67
0
18 May 2020
A Simple Semi-Supervised Learning Framework for Object Detection
A Simple Semi-Supervised Learning Framework for Object Detection
Kihyuk Sohn
Zizhao Zhang
Chun-Liang Li
Han Zhang
Chen-Yu Lee
Tomas Pfister
441
550
0
10 May 2020
RetinaFaceMask: A Single Stage Face Mask Detector for Assisting Control
  of the COVID-19 Pandemic
RetinaFaceMask: A Single Stage Face Mask Detector for Assisting Control of the COVID-19 Pandemic
Xinqi Fan
Mingjie Jiang
CVBM
76
54
0
08 May 2020
RigNet: Neural Rigging for Articulated Characters
RigNet: Neural Rigging for Articulated CharactersACM Transactions on Graphics (TOG), 2020
Zhan Xu
Yang Zhou
E. Kalogerakis
Chris Landreth
Karan Singh
3DH
245
66
0
01 May 2020
Generative Adversarial Networks in Digital Pathology: A Survey on Trends
  and Future Potential
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential
M. Tschuchnig
G. Oostingh
M. Gadermayr
MedImAI4CEGAN
206
95
0
30 Apr 2020
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-netInternational Conference on Image and Graphics (ICIG), 2019
M. Jafari
Ruizhe Li
Yue Xing
Dorothee Auer
S. Francis
J. Garibaldi
Xin Chen
SSeg
130
16
0
28 Apr 2020
All you need is a second look: Towards Tighter Arbitrary shape text
  detection
All you need is a second look: Towards Tighter Arbitrary shape text detectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Meng Cao
Yuexian Zou
102
7
0
26 Apr 2020
Detective: An Attentive Recurrent Model for Sparse Object Detection
Detective: An Attentive Recurrent Model for Sparse Object DetectionInternational Conference on Pattern Recognition (ICPR), 2020
A. Kechaou
Manuel Martínez
Monica Haurilet
Rainer Stiefelhagen
ObjD
109
3
0
25 Apr 2020
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection
Cheaper Pre-training Lunch: An Efficient Paradigm for Object DetectionEuropean Conference on Computer Vision (ECCV), 2020
Dongzhan Zhou
Xinchi Zhou
Hongwen Zhang
Shuai Yi
Wanli Ouyang
VLM
233
17
0
25 Apr 2020
Learning Gaussian Maps for Dense Object Detection
Learning Gaussian Maps for Dense Object DetectionBritish Machine Vision Conference (BMVC), 2020
Sonaal Kant
137
5
0
24 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection
YOLOv4: Optimal Speed and Accuracy of Object Detection
Alexey Bochkovskiy
Chien-Yao Wang
H. Liao
VLMObjD
416
14,553
0
23 Apr 2020
Multiple Visual-Semantic Embedding for Video Retrieval from Query
  Sentence
Multiple Visual-Semantic Embedding for Video Retrieval from Query SentenceApplied Sciences (Appl. Sci.), 2020
Huy Manh Nguyen
Tomo Miyazaki
Yoshihiro Sugaya
S. Omachi
300
1
0
16 Apr 2020
Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation
  in CT Scans
Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT ScansIEEE Transactions on Medical Imaging (TMI), 2020
Weiyi Xie
Colin Jacobs
Jean-Paul Charbonnier
Bram van Ginneken
251
87
0
16 Apr 2020
An Entropy Clustering Approach for Assessing Visual Question Difficulty
An Entropy Clustering Approach for Assessing Visual Question DifficultyIEEE Access (IEEE Access), 2020
K. Terao
Toru Tamaki
B. Raytchev
K. Kaneda
Shuníchi Satoh
OODAAML
304
1
0
12 Apr 2020
Decoupled Gradient Harmonized Detector for Partial Annotation:
  Application to Signet Ring Cell Detection
Decoupled Gradient Harmonized Detector for Partial Annotation: Application to Signet Ring Cell DetectionNeurocomputing (Neurocomputing), 2020
Tiancheng Lin
Yuanfan Guo
Canqian Yang
Jiancheng Yang
Yi Tian Xu
146
9
0
09 Apr 2020
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face
  Recognition
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face RecognitionComputer Vision and Pattern Recognition (CVPR), 2020
Yanhua Huang
Yuhan Wang
Ying Tai
Xiaoming Liu
Pengcheng Shen
Shaoxin Li
Jilin Li
Feiyue Huang
CVBM
287
599
0
01 Apr 2020
Robust and On-the-fly Dataset Denoising for Image Classification
Robust and On-the-fly Dataset Denoising for Image ClassificationEuropean Conference on Computer Vision (ECCV), 2020
Jiaming Song
Lunjia Hu
Michael Auli
Yann N. Dauphin
Tengyu Ma
NoLaOOD
180
13
0
24 Mar 2020
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation
Spatial Pyramid Based Graph Reasoning for Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2020
Xia Li
Jianlong Wu
Qijie Zhao
Tiancheng Shen
Zhouchen Lin
Hong Liu
SSegGNN
314
174
0
23 Mar 2020
BiCANet: Bi-directional Contextual Aggregating Network for Image
  Semantic Segmentation
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic Segmentation
Quan Zhou
Dechun Cong
B. Kang
Xiaofu Wu
B. Zheng
Huimin Lu
Longin Jan Latecki
SSegISeg
125
0
0
21 Mar 2020
NeuCrowd: Neural Sampling Network for Representation Learning with
  Crowdsourced Labels
NeuCrowd: Neural Sampling Network for Representation Learning with Crowdsourced LabelsKnowledge and Information Systems (KAIS), 2020
Y. Hao
Wenbiao Ding
Zitao Liu
AI4TSNoLa
229
0
0
21 Mar 2020
Efficient Deep Representation Learning by Adaptive Latent Space Sampling
Efficient Deep Representation Learning by Adaptive Latent Space Sampling
Yuanhan Mo
Shuo Wang
Chengliang Dai
Rui Zhou
Z. Teng
Wenjia Bai
Wenhan Luo
132
0
0
19 Mar 2020
GIQA: Generated Image Quality Assessment
GIQA: Generated Image Quality AssessmentEuropean Conference on Computer Vision (ECCV), 2020
Shuyang Gu
Jianmin Bao
Dong Chen
Fang Wen
EGVM
439
99
0
19 Mar 2020
Augmented Parallel-Pyramid Net for Attention Guided Pose-Estimation
Augmented Parallel-Pyramid Net for Attention Guided Pose-Estimation
Luanxuan Hou
Jie Cao
Yuan Zhao
Haifeng Shen
Yiping Meng
Xiao-Yu Zhang
Jieping Ye
3DH
135
4
0
17 Mar 2020
Extended Feature Pyramid Network for Small Object DetectionIEEE transactions on multimedia (TMM), 2020
Chunfang Deng
Mengmeng Wang
Lu Liu
Yong Liu
ObjD
165
341
0
16 Mar 2020
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene
  Text Detection with Graph Convolutional Networks
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional NetworksPattern Recognition (Pattern Recognit.), 2020
Chixiang Ma
Lei-huan Sun
Zhuoyao Zhong
Qiang Huo
180
58
0
16 Mar 2020
PointINS: Point-based Instance Segmentation
PointINS: Point-based Instance SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Lu Qi
Xinming Zhang
Yukang Chen
Ying-Cong Chen
Xiangyu Zhang
Jian Sun
Jiaya Jia
ISeg3DPC
226
31
0
13 Mar 2020
SASL: Saliency-Adaptive Sparsity Learning for Neural Network
  Acceleration
SASL: Saliency-Adaptive Sparsity Learning for Neural Network Acceleration
Jun Shi
Jianfeng Xu
K. Tasaka
Zhibo Chen
182
26
0
12 Mar 2020
Equalization Loss for Long-Tailed Object Recognition
Equalization Loss for Long-Tailed Object RecognitionComputer Vision and Pattern Recognition (CVPR), 2020
Jingru Tan
Changbao Wang
Buyu Li
Quanquan Li
Wanli Ouyang
Changqing Yin
Junjie Yan
593
517
0
11 Mar 2020
PBRnet: Pyramidal Bounding Box Refinement to Improve Object Localization
  Accuracy
PBRnet: Pyramidal Bounding Box Refinement to Improve Object Localization Accuracy
Li Xiao
Yufan Luo
Chunlong Luo
Lianhe Zhao
Quanshui Fu
Guoqing Yang
Anpeng Huang
Yi Zhao
ObjD
137
4
0
10 Mar 2020
A Strong Baseline for Fashion Retrieval with Person Re-Identification
  Models
A Strong Baseline for Fashion Retrieval with Person Re-Identification ModelsInternational Conference on Neural Information Processing (ICONIP), 2020
Mikolaj Wieczorek
Andrzej Michalowski
Anna Wróblewska
Jacek Dąbrowski
160
16
0
09 Mar 2020
Combating noisy labels by agreement: A joint training method with
  co-regularization
Combating noisy labels by agreement: A joint training method with co-regularizationComputer Vision and Pattern Recognition (CVPR), 2020
Jianguo Huang
Lei Feng
Xiangyu Chen
Bo An
NoLa
955
636
0
05 Mar 2020
Plug & Play Convolutional Regression Tracker for Video Object Detection
Plug & Play Convolutional Regression Tracker for Video Object Detection
Ye Lyu
M. Yang
G. Vosselman
Guisong Xia
ObjD
141
2
0
02 Mar 2020
PuzzleNet: Scene Text Detection by Segment Context Graph Learning
PuzzleNet: Scene Text Detection by Segment Context Graph Learning
Hao Liu
Antai Guo
Deqiang Jiang
Yiqing Hu
Bo Ren
116
9
0
26 Feb 2020
Semantic Flow for Fast and Accurate Scene Parsing
Semantic Flow for Fast and Accurate Scene ParsingEuropean Conference on Computer Vision (ECCV), 2020
Xiangtai Li
Ansheng You
Zhen Zhu
Houlong Zhao
Maoke Yang
Kuiyuan Yang
Yunhai Tong
SSeg
363
418
0
24 Feb 2020
MaxUp: A Simple Way to Improve Generalization of Neural Network Training
MaxUp: A Simple Way to Improve Generalization of Neural Network Training
Chengyue Gong
Zhaolin Ren
Mao Ye
Qiang Liu
AAML
172
58
0
20 Feb 2020
siaNMS: Non-Maximum Suppression with Siamese Networks for Multi-Camera
  3D Object Detection
siaNMS: Non-Maximum Suppression with Siamese Networks for Multi-Camera 3D Object Detection
Irene Cortés
Jorge Beltrán
A. D. L. Escalera
F. García
3DPC
145
8
0
19 Feb 2020
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text SpottingAAAI Conference on Artificial Intelligence (AAAI), 2020
Liang Qiao
Sanli Tang
Zhanzhan Cheng
Yunlu Xu
Yi Niu
Shiliang Pu
Leilei Gan
314
125
0
17 Feb 2020
Solving Missing-Annotation Object Detection with Background
  Recalibration Loss
Solving Missing-Annotation Object Detection with Background Recalibration LossIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Han Zhang
Fangyi Chen
Zhiqiang Shen
Qiqi Hao
Chenchen Zhu
Marios Savvides
ObjD
338
55
0
12 Feb 2020
Improving Face Recognition from Hard Samples via Distribution
  Distillation Loss
Improving Face Recognition from Hard Samples via Distribution Distillation Loss
Yanhua Huang
Pengcheng Shen
Ying Tai
Shaoxin Li
Xiaoming Liu
Jilin Li
Feiyue Huang
Rongrong Ji
CVBM
253
1
0
10 Feb 2020
3D Aggregated Faster R-CNN for General Lesion Detection
3D Aggregated Faster R-CNN for General Lesion Detection
Ning Zhang
Yu Cao
Benyuan Liu
Yan Luo
MedIm
142
10
0
29 Jan 2020
Distributionally Robust Deep Learning using Hardness Weighted Sampling
Distributionally Robust Deep Learning using Hardness Weighted SamplingMachine Learning for Biomedical Imaging (MLBI), 2020
Lucas Fidon
Michael Aertsen
Thomas Deprest
Doaa Emam
Frédéric Guffens
...
Andrew Melbourne
Sébastien Ourselin
Jan Deprest
Georg Langs
Tom Vercauteren
OOD
337
10
0
08 Jan 2020
Scale Match for Tiny Person Detection
Scale Match for Tiny Person DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
Xuehui Yu
Yuqi Gong
Nan Jiang
QiXiang Ye
Zhenjun Han
201
299
0
23 Dec 2019
Exploring the Capacity of an Orderless Box Discretization Network for
  Multi-orientation Scene Text Detection
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection
Yuliang Liu
Tong He
Hao Chen
Xinyu Wang
Canjie Luo
Shuaitao Zhang
Chunhua Shen
Lianwen Jin
243
5
0
20 Dec 2019
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