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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
QK Iteration: A Self-Supervised Representation Learning Algorithm for
  Image Similarity
QK Iteration: A Self-Supervised Representation Learning Algorithm for Image Similarity
David Wu
Yunnan Wu
SSL
58
0
0
15 Nov 2021
Interactive Medical Image Segmentation with Self-Adaptive Confidence
  Calibration
Interactive Medical Image Segmentation with Self-Adaptive Confidence CalibrationFrontiers of Information Technology & Electronic Engineering (FITEE), 2021
Wenhao Li
Qisen Xu
Chuyun Shen
Bin Hu
Fengping Zhu
Yuxin Li
Bo Jin
Xiangfeng Wang
155
8
0
15 Nov 2021
Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data
  for Aerial Animal Surveillance
Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance
Mowen Xue
Theo Greenslade
Majid Mirmehdi
T. Burghardt
169
6
0
12 Nov 2021
FBNet: Feature Balance Network for Urban-Scene Segmentation
FBNet: Feature Balance Network for Urban-Scene SegmentationIEEE International Conference on Multimedia and Expo (ICME), 2021
Lei Gan
Huabin Huang
Banghuai Li
Ye Yuan
99
1
0
05 Nov 2021
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel
  Representation
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Zhe Chen
Jiahao Wang
Wenhai Wang
Guo Chen
Enze Xie
Ping Luo
Tong Lu
ObjD
145
14
0
03 Nov 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms
A Comparative Review of Recent Few-Shot Object Detection Algorithms
Jiaxu Leng
Taiyue Chen
Gao Xinbo
Yongtao Yu
Ye Wang
Feng Gao
Wang Yue
ObjD
247
19
0
30 Oct 2021
Meta-learning with an Adaptive Task Scheduler
Meta-learning with an Adaptive Task Scheduler
Huaxiu Yao
Yu Wang
Ying Wei
P. Zhao
M. Mahdavi
Defu Lian
Chelsea Finn
OOD
153
53
0
26 Oct 2021
HR-RCNN: Hierarchical Relational Reasoning for Object Detection
HR-RCNN: Hierarchical Relational Reasoning for Object Detection
Hao Chen
Abhinav Shrivastava
198
1
0
26 Oct 2021
Circle Representation for Medical Object Detection
Circle Representation for Medical Object DetectionIEEE Transactions on Medical Imaging (IEEE TMI), 2021
Chaobing Zheng
Haichun Yang
Ruining Deng
Yuzhe Lu
Zheyu Zhu
Wenjian Ying
Le Lu
Bennett A. Landman
Agnes B. Fogo
Yuankai Huo
MedIm
176
47
0
22 Oct 2021
MOS: A Low Latency and Lightweight Framework for Face Detection,
  Landmark Localization, and Head Pose Estimation
MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose EstimationBritish Machine Vision Conference (BMVC), 2021
Yepeng Liu
Zaiwang Gu
Shenghua Gao
Dong Wang
Yu Zeng
Jun Cheng
CVBM
137
3
0
21 Oct 2021
A Unified Framework for Generalized Low-Shot Medical Image Segmentation
  with Scarce Data
A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data
H. Cui
Dong Wei
Kai Ma
Shi Gu
Yefeng Zheng
143
50
0
18 Oct 2021
Alleviating Noisy-label Effects in Image Classification via Probability
  Transition Matrix
Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix
Ziqi Zhang
Yuexiang Li
Jianguo Huang
Kai Ma
Tao Xu
Yefeng Zheng
NoLa
168
5
0
17 Oct 2021
Identifying Incorrect Classifications with Balanced Uncertainty
Identifying Incorrect Classifications with Balanced Uncertainty
Bolian Li
Zige Zheng
Changqing Zhang
UQCV
150
3
0
15 Oct 2021
Bounding-box deep calibration for high performance face detection
Bounding-box deep calibration for high performance face detectionIET Computer Vision (ICV), 2021
Shi Luo
Xiong-fei Li
Xiaoli Zhang
CVBM
214
3
0
08 Oct 2021
A Technical Report for ICCV 2021 VIPriors Re-identification Challenge
A Technical Report for ICCV 2021 VIPriors Re-identification Challenge
Cen Liu
Yunbo Peng
Yue-Hsun Lin
100
0
0
30 Sep 2021
iShape: A First Step Towards Irregular Shape Instance Segmentation
iShape: A First Step Towards Irregular Shape Instance Segmentation
Lei Yang
Yan Wei
Yisheng He
Wei Sun
Zhenhang Huang
Haibin Huang
Haoqiang Fan
135
14
0
30 Sep 2021
Robust Segmentation Models using an Uncertainty Slice Sampling Based
  Annotation Workflow
Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow
G. Chlebus
A. Schenk
Horst K. Hahn
Bram van Ginneken
H. Meine
212
9
0
30 Sep 2021
BulletTrain: Accelerating Robust Neural Network Training via Boundary
  Example Mining
BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining
Weizhe Hua
Yichi Zhang
Chuan Guo
Zhiru Zhang
G. E. Suh
OOD
223
19
0
29 Sep 2021
Deep Structured Instance Graph for Distilling Object Detectors
Deep Structured Instance Graph for Distilling Object DetectorsIEEE International Conference on Computer Vision (ICCV), 2021
Yixin Chen
Pengguang Chen
Shu Liu
Liwei Wang
Jiaya Jia
ObjDISeg
157
15
0
27 Sep 2021
Progressive Hard-case Mining across Pyramid Levels for Object Detection
Progressive Hard-case Mining across Pyramid Levels for Object Detection
Binghong Wu
Yehui Yang
Dalu Yang
Junde Wu
Xiaorong Wang
Haifeng Huang
Lei Wang
Yanwu Xu
ObjD
131
0
0
15 Sep 2021
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via
  Online Exploration and Synthesis
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis
Kailin Li
Lixin Yang
Xinyu Zhan
Jun Lv
Wenqiang Xu
Jiefeng Li
Cewu Lu
3DH
648
103
0
12 Sep 2021
Learning Fast Sample Re-weighting Without Reward Data
Learning Fast Sample Re-weighting Without Reward DataIEEE International Conference on Computer Vision (ICCV), 2021
Zizhao Zhang
Tomas Pfister
155
103
0
07 Sep 2021
Cascade RCNN for MIDOG Challenge
Cascade RCNN for MIDOG Challenge
Salar Razavi
Fariba Dambandkhameneh
D. Androutsos
S. Done
A. Khademi
77
0
0
02 Sep 2021
Towards Balanced Learning for Instance Recognition
Towards Balanced Learning for Instance RecognitionInternational Journal of Computer Vision (IJCV), 2021
Jiangmiao Pang
Kai-xiang Chen
Qi Li
Zhi-hai Xu
H. Feng
Jianping Shi
Wanli Ouyang
Dahua Lin
ObjD
201
23
0
23 Aug 2021
Spatial Transformer Networks for Curriculum Learning
Spatial Transformer Networks for Curriculum LearningInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2021
Fatemeh Azimi
Jean-Francois Nies
Sebastián M. Palacio
Federico Raue
Jörn Hees
Andreas Dengel
102
2
0
22 Aug 2021
Practical X-ray Gastric Cancer Diagnostic Support Using Refined Stochastic Data Augmentation and Hard Boundary Box Training
Practical X-ray Gastric Cancer Diagnostic Support Using Refined Stochastic Data Augmentation and Hard Boundary Box Training
Hideaki Okamoto
Takakiyo Nomura
K. Nabeshima
Jun Hashimoto
Hitoshi Iyatomi
Hitoshi Iyatomi
166
1
0
18 Aug 2021
Effective semantic segmentation in Cataract Surgery: What matters most?
Effective semantic segmentation in Cataract Surgery: What matters most?International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Theodoros Pissas
Claudio S. Ravasio
L. Cruz
Christos Bergeles
111
25
0
13 Aug 2021
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for
  Open-Set Semi-Supervised Learning
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2021
Junkai Huang
Chaowei Fang
Weikai Chen
Z. Chai
Xiaolin K. Wei
Pengxu Wei
Liang Lin
Guanbin Li
OODD
171
73
0
12 Aug 2021
FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via
  Multi-Scale Feature Decoupling Network
FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling NetworkACM Multimedia (ACM MM), 2021
Qiang Hou
Weiqing Min
Jing Wang
Sujuan Hou
Yuanjie Zheng
Shuqiang Jiang
141
24
0
10 Aug 2021
Instance-wise Hard Negative Example Generation for Contrastive Learning
  in Unpaired Image-to-Image Translation
Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image TranslationIEEE International Conference on Computer Vision (ICCV), 2021
Weilun Wang
Wen-gang Zhou
Jianmin Bao
Dong Chen
Houqiang Li
SSL
145
94
0
10 Aug 2021
Dynamic Multi-Scale Loss Optimization for Object Detection
Dynamic Multi-Scale Loss Optimization for Object DetectionMultimedia tools and applications (MTA), 2021
Yihao Luo
Xiang Cao
Juntao Zhang
Jun Zhou
Tianjiang Wang
Qi Feng
ObjD
246
6
0
09 Aug 2021
Unified Regularity Measures for Sample-wise Learning and Generalization
Unified Regularity Measures for Sample-wise Learning and Generalization
Chi Zhang
Xiaoning Ma
Yu Liu
Le Wang
Yuanqi Su
Yuehu Liu
172
4
0
09 Aug 2021
Attention-based fusion of semantic boundary and non-boundary information
  to improve semantic segmentation
Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation
Jefferson Fontinele
Gabriel Lefundes
Luciano Oliveira
137
0
0
05 Aug 2021
Uniform Sampling over Episode Difficulty
Uniform Sampling over Episode Difficulty
Sébastien M. R. Arnold
Guneet Singh Dhillon
Avinash Ravichandran
Stefano Soatto
172
14
0
03 Aug 2021
Global Aggregation then Local Distribution for Scene Parsing
Global Aggregation then Local Distribution for Scene ParsingIEEE Transactions on Image Processing (TIP), 2021
Xiangtai Li
Li Zhang
Guangliang Cheng
Kuiyuan Yang
Yunhai Tong
Xiatian Zhu
Tao Xiang
176
23
0
28 Jul 2021
Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection
Adaptive Boundary Proposal Network for Arbitrary Shape Text DetectionIEEE International Conference on Computer Vision (ICCV), 2021
Shi-Xue Zhang
Xiaobin Zhu
Chun Yang
Hongfa Wang
Xu-Cheng Yin
259
108
0
27 Jul 2021
Rank & Sort Loss for Object Detection and Instance Segmentation
Rank & Sort Loss for Object Detection and Instance SegmentationIEEE International Conference on Computer Vision (ICCV), 2021
Kemal Oksuz
Baris Can Cam
Emre Akbas
Sinan Kalkan
209
48
0
24 Jul 2021
External-Memory Networks for Low-Shot Learning of Targets in
  Forward-Looking-Sonar Imagery
External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery
I. Sledge
Christopher Toole
J. Maestri
José C. Príncipe
206
1
0
22 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges,
  Techniques and Datasets
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets
Muhammed Muzammul
Xi Li
ObjD
232
18
0
16 Jul 2021
Weakly-Supervised Object Detection Learning through Human-Robot
  Interaction
Weakly-Supervised Object Detection Learning through Human-Robot InteractionIEEE-RAS International Conference on Humanoid Robots (Humanoids), 2021
Elisa Maiettini
V. Tikhanoff
Lorenzo Natale
96
6
0
16 Jul 2021
Bidirectional Regression for Arbitrary-Shaped Text Detection
Bidirectional Regression for Arbitrary-Shaped Text Detection
Tao Sheng
Zheng Lian
244
2
0
13 Jul 2021
CentripetalText: An Efficient Text Instance Representation for Scene
  Text Detection
CentripetalText: An Efficient Text Instance Representation for Scene Text Detection
Tao Sheng
Jie Chen
Zheng Lian
200
28
0
13 Jul 2021
Gaze Estimation with an Ensemble of Four Architectures
Gaze Estimation with an Ensemble of Four Architectures
Xin Cai
Boyu Chen
Jiabei Zeng
Jiajun Zhang
Yunjia Sun
X. Wang
Zhilong Ji
Xiao-Chang Liu
Xilin Chen
Shiguang Shan
CVBM
130
17
0
05 Jul 2021
SSPNet: Scale Selection Pyramid Network for Tiny Person Detection from
  UAV Images
SSPNet: Scale Selection Pyramid Network for Tiny Person Detection from UAV Images
Ming Hong
Shuiwang Li
Yuchao Yang
Feiyu Zhu
Qijun Zhao
Li Lu
ObjD
146
123
0
04 Jul 2021
Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings
Yibao Sun
Xingru Huang
Yaqi Wang
Huiyu Zhou
Qianni Zhang
141
5
0
02 Jul 2021
Striking the Right Balance: Recall Loss for Semantic Segmentation
Striking the Right Balance: Recall Loss for Semantic SegmentationIEEE International Conference on Robotics and Automation (ICRA), 2021
Junjiao Tian
Niluthpol Chowdhury Mithun
Zachary Seymour
Han-Pang Chiu
Z. Kira
128
41
0
28 Jun 2021
SRPN: similarity-based region proposal networks for nuclei and cells
  detection in histology images
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images
Yibao Sun
Xingru Huang
Huiyu Zhou
Qianni Zhang
157
38
0
25 Jun 2021
All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection
All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection
Meng Cao
Can Zhang
Dongming Yang
Yuexian Zou
143
22
0
24 Jun 2021
Learning to Track Object Position through Occlusion
Learning to Track Object Position through Occlusion
Satyaki Chakraborty
M. Hebert
136
4
0
20 Jun 2021
End-to-End Semi-Supervised Object Detection with Soft Teacher
End-to-End Semi-Supervised Object Detection with Soft Teacher
Mengde Xu
Zheng Zhang
Han Hu
Jianfeng Wang
Lijuan Wang
Fangyun Wei
X. Bai
Zicheng Liu
324
577
0
16 Jun 2021
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