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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 / 822 papers shown
Title
Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud
  Object Detection
Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection
Liang Du
Xiaoqing Ye
Xiao Tan
Jianfeng Feng
Zhenbo Xu
Errui Ding
Shilei Wen
3DPC
78
84
0
08 Jun 2020
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
71
72
0
02 Jun 2020
Graph Learning with Loss-Guided Training
Graph Learning with Loss-Guided Training
Eliav Buchnik
E. Cohen
45
1
0
31 May 2020
Learning Robust Feature Representations for Scene Text Detection
Learning Robust Feature Representations for Scene Text Detection
Sihwan Kim
T. Park
OOD
38
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
28
1
0
25 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
80
60
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
130
500
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
52
48
0
08 May 2020
RigNet: Neural Rigging for Articulated Characters
RigNet: Neural Rigging for Articulated Characters
Zhan Xu
Yang Zhou
E. Kalogerakis
Chris Landreth
Karan Singh
3DH
88
53
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
100
90
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-net
M. Jafari
Ruizhe Li
Yue Xing
Dorothee Auer
S. Francis
J. Garibaldi
Xin Chen
SSeg
47
14
0
28 Apr 2020
Detective: An Attentive Recurrent Model for Sparse Object Detection
Detective: An Attentive Recurrent Model for Sparse Object Detection
A. Kechaou
Manuel Martínez
Monica Haurilet
Rainer Stiefelhagen
ObjD
32
3
0
25 Apr 2020
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection
Dongzhan Zhou
Xinchi Zhou
Hongwen Zhang
Shuai Yi
Wanli Ouyang
VLM
94
16
0
25 Apr 2020
Learning Gaussian Maps for Dense Object Detection
Learning Gaussian Maps for Dense Object Detection
Sonaal Kant
30
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
180
12,354
0
23 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 Scans
Weiyi Xie
Colin Jacobs
Jean-Paul Charbonnier
Bram van Ginneken
95
86
0
16 Apr 2020
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face
  Recognition
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition
Yanhua Huang
Yuhan Wang
Ying Tai
Xiaoming Liu
Pengcheng Shen
Shaoxin Li
Jilin Li
Feiyue Huang
CVBM
89
508
0
01 Apr 2020
Robust and On-the-fly Dataset Denoising for Image Classification
Robust and On-the-fly Dataset Denoising for Image Classification
Jiaming Song
Lunjia Hu
Michael Auli
Yann N. Dauphin
Tengyu Ma
NoLaOOD
90
13
0
24 Mar 2020
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation
Xia Li
Yibo Yang
Qijie Zhao
Tiancheng Shen
Zhouchen Lin
Hong Liu
SSegGNN
167
163
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
59
0
0
21 Mar 2020
GIQA: Generated Image Quality Assessment
GIQA: Generated Image Quality Assessment
Shuyang Gu
Jianmin Bao
Dong Chen
Fang Wen
EGVM
248
82
0
19 Mar 2020
Extended Feature Pyramid Network for Small Object Detection
Chunfang Deng
Mengmeng Wang
Lu Liu
Yong Liu
ObjD
125
252
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 Networks
Chixiang Ma
Lei-huan Sun
Zhuoyao Zhong
Qiang Huo
69
56
0
16 Mar 2020
PointINS: Point-based Instance Segmentation
PointINS: Point-based Instance Segmentation
Lu Qi
Xinming Zhang
Yukang Chen
Ying-Cong Chen
Xiangyu Zhang
Jian Sun
Jiaya Jia
ISeg3DPC
108
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
78
25
0
12 Mar 2020
Equalization Loss for Long-Tailed Object Recognition
Equalization Loss for Long-Tailed Object Recognition
Jingru Tan
Changbao Wang
Buyu Li
Quanquan Li
Wanli Ouyang
Changqing Yin
Junjie Yan
327
466
0
11 Mar 2020
A Strong Baseline for Fashion Retrieval with Person Re-Identification
  Models
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models
Mikolaj Wieczorek
Andrzej Michalowski
Anna Wróblewska
Jacek Dąbrowski
121
14
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-regularization
Hongxin Wei
Lei Feng
Xiangyu Chen
Bo An
NoLa
410
522
0
05 Mar 2020
Semantic Flow for Fast and Accurate Scene Parsing
Semantic Flow for Fast and Accurate Scene Parsing
Xiangtai Li
Ansheng You
Zhen Zhu
Houlong Zhao
Maoke Yang
Kuiyuan Yang
Yunhai Tong
SSeg
106
359
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
77
56
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
58
8
0
19 Feb 2020
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting
Liang Qiao
Sanli Tang
Zhanzhan Cheng
Yunlu Xu
Yi Niu
Shiliang Pu
Leilei Gan
104
116
0
17 Feb 2020
Solving Missing-Annotation Object Detection with Background
  Recalibration Loss
Solving Missing-Annotation Object Detection with Background Recalibration Loss
Han Zhang
Fangyi Chen
Zhiqiang Shen
Qiqi Hao
Chenchen Zhu
Marios Savvides
ObjD
187
53
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
91
1
0
10 Feb 2020
Distributionally Robust Deep Learning using Hardness Weighted Sampling
Distributionally Robust Deep Learning using Hardness Weighted Sampling
Lucas Fidon
Michael Aertsen
Thomas Deprest
Doaa Emam
Frédéric Guffens
...
Andrew Melbourne
Sébastien Ourselin
Jan Deprest
Georg Langs
Tom Vercauteren
OOD
96
10
0
08 Jan 2020
Scale Match for Tiny Person Detection
Scale Match for Tiny Person Detection
Xuehui Yu
Yuqi Gong
Nan Jiang
QiXiang Ye
Zhenjun Han
86
219
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
69
4
0
20 Dec 2019
Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer
  Feature Extraction and Deformable Occlusion Handling
Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling
Tianrui Liu
Wenhan Luo
Lin Ma
Jun-Jie Huang
Tania Stathaki
Tianhong Dai
73
35
0
18 Dec 2019
Curriculum Learning Strategies for IR: An Empirical Study on
  Conversation Response Ranking
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking
Gustavo Penha
C. Hauff
77
24
0
18 Dec 2019
IoU-uniform R-CNN: Breaking Through the Limitations of RPN
IoU-uniform R-CNN: Breaking Through the Limitations of RPN
Li Zhu
Zihao Xie
Liman Liu
B. Tao
Wenbing Tao
ObjD
52
49
0
11 Dec 2019
Learning from Noisy Anchors for One-stage Object Detection
Learning from Noisy Anchors for One-stage Object Detection
Hengduo Li
Zuxuan Wu
Chen Zhu
Caiming Xiong
R. Socher
L. Davis
NoLa
134
99
0
11 Dec 2019
RDSNet: A New Deep Architecture for Reciprocal Object Detection and
  Instance Segmentation
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation
Shaoru Wang
Yongchao Gong
Junliang Xing
Lichao Huang
Chang Huang
Weiming Hu
ISeg
80
61
0
11 Dec 2019
Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition
  and Postural Assessment
Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment
Behnoosh Parsa
Athma Narayanan
Behzad Dariush
3DH
81
21
0
07 Dec 2019
Deep learning with noisy labels: exploring techniques and remedies in
  medical image analysis
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis
Davood Karimi
Haoran Dou
Simon K. Warfield
Ali Gholipour
NoLa
133
551
0
05 Dec 2019
Bridging the Gap Between Anchor-based and Anchor-free Detection via
  Adaptive Training Sample Selection
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
Shifeng Zhang
Cheng Chi
Yongqiang Yao
Zhen Lei
Stan Z. Li
ObjD
213
1,563
0
05 Dec 2019
YOLACT++: Better Real-time Instance Segmentation
YOLACT++: Better Real-time Instance Segmentation
Daniel Bolya
Chong Zhou
Fanyi Xiao
Yong Jae Lee
VLMSSegISeg
79
421
0
03 Dec 2019
IPG-Net: Image Pyramid Guidance Network for Small Object Detection
IPG-Net: Image Pyramid Guidance Network for Small Object Detection
Ziming Liu
Guangyu Gao
Lin Sun
Lingyu Fang
ObjD
143
54
0
02 Dec 2019
Siam R-CNN: Visual Tracking by Re-Detection
Siam R-CNN: Visual Tracking by Re-Detection
P. Voigtlaender
Jonathon Luiten
Philip Torr
Bastian Leibe
110
516
0
28 Nov 2019
Training Multi-Object Detector by Estimating Bounding Box Distribution
  for Input Image
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image
Jaeyoung Yoo
Hojun Lee
Ahmed Abdulaal
André Altmann
James Cole
ObjD
119
5
0
28 Nov 2019
Mis-classified Vector Guided Softmax Loss for Face Recognition
Mis-classified Vector Guided Softmax Loss for Face Recognition
Xiaobo Wang
Shifeng Zhang
Shuo Wang
Tianyu Fu
Hailin Shi
Tao Mei
CVBM
64
165
0
26 Nov 2019
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