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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
Context Decoupling Augmentation for Weakly Supervised Semantic
  Segmentation
Context Decoupling Augmentation for Weakly Supervised Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021
Qingxin Xiao
Rui Sun
Guosheng Lin
Qingyao Wu
313
144
0
02 Mar 2021
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed
  Instance Segmentation
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance SegmentationIEEE International Conference on Computer Vision (ICCV), 2021
Yuhang Zang
Chen Huang
Chen Change Loy
258
139
0
25 Feb 2021
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative
  Adversarial Networks
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial NetworksNeural Information Processing Systems (NeurIPS), 2021
J. Lee
Haeri Kim
Youngkyu Hong
Hye Won Chung
253
24
0
24 Feb 2021
Unbiased Teacher for Semi-Supervised Object Detection
Unbiased Teacher for Semi-Supervised Object DetectionInternational Conference on Learning Representations (ICLR), 2021
Yen-Cheng Liu
Chih-Yao Ma
Zijian He
Chia-Wen Kuo
Kan Chen
Peizhao Zhang
Bichen Wu
Z. Kira
Peter Vajda
381
566
0
18 Feb 2021
A Too-Good-to-be-True Prior to Reduce Shortcut Reliance
A Too-Good-to-be-True Prior to Reduce Shortcut ReliancePattern Recognition Letters (PR), 2021
Nikolay Dagaev
Brett D. Roads
Xiaoliang Luo
Daniel N. Barry
Kaustubh R. Patil
Bradley C. Love
214
12
0
12 Feb 2021
Scale Normalized Image Pyramids with AutoFocus for Object Detection
Scale Normalized Image Pyramids with AutoFocus for Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Bharat Singh
Mahyar Najibi
Abhishek Sharma
L. Davis
ObjD
151
23
0
10 Feb 2021
Segmenting Microcalcifications in Mammograms and its Applications
Segmenting Microcalcifications in Mammograms and its Applications
Roee Zamir
Shai Bagon
David Samocha
Y. Yagil
Ronen Basri
M. Sklair-Levy
68
11
0
01 Feb 2021
Ground-aware Monocular 3D Object Detection for Autonomous Driving
Ground-aware Monocular 3D Object Detection for Autonomous DrivingIEEE Robotics and Automation Letters (RA-L), 2021
Yuxuan Liu
Yuan Yixuan
Ming-Yuan Liu
3DPC
306
150
0
01 Feb 2021
Curriculum Learning: A Survey
Curriculum Learning: A SurveyInternational Journal of Computer Vision (IJCV), 2021
Petru Soviany
Radu Tudor Ionescu
Paolo Rota
Andrii Zadaianchuk
ODL
592
482
0
25 Jan 2021
Focal and Efficient IOU Loss for Accurate Bounding Box Regression
Focal and Efficient IOU Loss for Accurate Bounding Box RegressionNeurocomputing (Neurocomputing), 2021
Yi-Fan Zhang
Weiqiang Ren
Zhang Zhang
Zhen Jia
Liang Wang
Tieniu Tan
332
1,630
0
20 Jan 2021
Online Active Proposal Set Generation for Weakly Supervised Object
  Detection
Online Active Proposal Set Generation for Weakly Supervised Object DetectionKnowledge-Based Systems (KBS), 2021
Ruibing Jin
Guosheng Lin
Changyun Wen
104
9
0
20 Jan 2021
Leveraging Local Variation in Data: Sampling and Weighting Schemes for
  Supervised Deep Learning
Leveraging Local Variation in Data: Sampling and Weighting Schemes for Supervised Deep LearningJournal of Machine Learning for Modeling and Computing (JMLMC), 2021
Paul Novello
Gaël Poëtte
D. Lugato
P. Congedo
270
0
0
19 Jan 2021
LaneRCNN: Distributed Representations for Graph-Centric Motion
  Forecasting
LaneRCNN: Distributed Representations for Graph-Centric Motion ForecastingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Wenyuan Zeng
Ming Liang
Renjie Liao
R. Urtasun
GNN
238
218
0
17 Jan 2021
Diverse Complexity Measures for Dataset Curation in Self-driving
Diverse Complexity Measures for Dataset Curation in Self-drivingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Abbas Sadat
Sean Segal
Sergio Casas
James Tu
Binh Yang
R. Urtasun
Ersin Yumer
215
13
0
16 Jan 2021
Deep Dual-resolution Networks for Real-time and Accurate Semantic
  Segmentation of Road Scenes
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
Yuanduo Hong
Huihui Pan
Weichao Sun
Yisong Jia
SSeg
678
344
0
15 Jan 2021
Urban land-use analysis using proximate sensing imagery: a survey
Urban land-use analysis using proximate sensing imagery: a surveyInternational Journal of Geographical Information Science (IJGIS), 2021
Zhinan Qiao
Xiaohui Yuan
217
21
0
13 Jan 2021
A Comprehensive Study on Optimization Strategies for Gradient Descent In
  Deep Learning
A Comprehensive Study on Optimization Strategies for Gradient Descent In Deep Learning
K. Yadav
121
1
0
07 Jan 2021
Safety-Oriented Pedestrian Motion and Scene Occupancy Forecasting
Safety-Oriented Pedestrian Motion and Scene Occupancy Forecasting
Katie Z Luo
Sergio Casas
Renjie Liao
Xinchen Yan
Yuwen Xiong
Wenyuan Zeng
R. Urtasun
177
6
0
07 Jan 2021
Focal Frequency Loss for Image Reconstruction and Synthesis
Focal Frequency Loss for Image Reconstruction and SynthesisIEEE International Conference on Computer Vision (ICCV), 2020
Liming Jiang
Bo Dai
Wayne Wu
Chen Change Loy
354
378
0
23 Dec 2020
Towards Overcoming False Positives in Visual Relationship Detection
Towards Overcoming False Positives in Visual Relationship DetectionBritish Machine Vision Conference (BMVC), 2020
Daisheng Jin
Xiao Ma
Chongzhi Zhang
Yizhuo Zhou
Jiashu Tao
...
Haiyu Zhao
Shuai Yi
Zhoujun Li
Xianglong Liu
Jiaming Song
323
6
0
23 Dec 2020
Multi-Task Multi-Sensor Fusion for 3D Object Detection
Multi-Task Multi-Sensor Fusion for 3D Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019
Ming Liang
Binh Yang
Yun Chen
Rui Hu
R. Urtasun
3DPC
358
659
0
22 Dec 2020
One for More: Selecting Generalizable Samples for Generalizable ReID
  Model
One for More: Selecting Generalizable Samples for Generalizable ReID ModelAAAI Conference on Artificial Intelligence (AAAI), 2020
Enwei Zhang
Xinyang Jiang
Hao Cheng
Ancong Wu
Fufu Yu
Ke Li
Xiao-Wei Guo
Feng Zheng
Weishi Zheng
Xing Sun
331
19
0
10 Dec 2020
Scene Text Detection with Scribble Lines
Scene Text Detection with Scribble Lines
Wenqing Zhang
Yang Qiu
Minghui Liao
Rui Zhang
Xiaolin K. Wei
X. Bai
94
3
0
09 Dec 2020
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection
Qi Ming
Z. Zhou
Lingjuan Miao
Hongwei Zhang
Linhao Li
ObjD
363
315
0
08 Dec 2020
Towards Better Object Detection in Scale Variation with Adaptive Feature
  Selection
Towards Better Object Detection in Scale Variation with Adaptive Feature Selection
Zehui Gong
Dong Li
ObjD
288
5
0
06 Dec 2020
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in
  Radiological Images
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological ImagesIEEE Transactions on Medical Imaging (TMI), 2020
K. Yan
Jinzheng Cai
D. Jin
S. Miao
Dazhou Guo
Adam P. Harrison
Youbao Tang
Jing Xiao
Jingjing Lu
Le Lu
MedIm
470
100
0
04 Dec 2020
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate
  Single-Shot Object Detection
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object DetectionIEEE Transactions on Image Processing (TIP), 2020
Ping-Yang Chen
Chien-Yao Wang
J. Hsieh
Munkhjargal Gochoo
ObjD
632
108
0
03 Dec 2020
Learning from others' mistakes: Avoiding dataset biases without modeling
  them
Learning from others' mistakes: Avoiding dataset biases without modeling themInternational Conference on Learning Representations (ICLR), 2020
Victor Sanh
Thomas Wolf
Yonatan Belinkov
Alexander M. Rush
304
123
0
02 Dec 2020
Learning Spatial Attention for Face Super-Resolution
Learning Spatial Attention for Face Super-ResolutionIEEE Transactions on Image Processing (TIP), 2020
Chaofeng Chen
Dihong Gong
Hao Wang
Zhifeng Li
Kwan-Yee K. Wong
CVBMSupR3DH
326
188
0
02 Dec 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation
Dynamic Curriculum Learning for Low-Resource Neural Machine TranslationInternational Conference on Computational Linguistics (COLING), 2020
Chen Xu
Bojie Hu
Yufan Jiang
Kai Feng
Zeyang Wang
Shen Huang
Qi Ju
Tong Xiao
Jingbo Zhu
265
23
0
30 Nov 2020
Dense Attention Fluid Network for Salient Object Detection in Optical
  Remote Sensing Images
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing ImagesIEEE Transactions on Image Processing (TIP), 2020
Qijian Zhang
Runmin Cong
Chongyi Li
Ming-Ming Cheng
Yuming Fang
Xiaochun Cao
Yao-Min Zhao
Sam Kwong
189
252
0
26 Nov 2020
Unsupervised Difficulty Estimation with Action Scores
Unsupervised Difficulty Estimation with Action Scores
Octavio Arriaga
Matias Valdenegro-Toro
FAtt
47
1
0
23 Nov 2020
AttentiveNAS: Improving Neural Architecture Search via Attentive
  Sampling
AttentiveNAS: Improving Neural Architecture Search via Attentive SamplingComputer Vision and Pattern Recognition (CVPR), 2020
Dilin Wang
Meng Li
Chengyue Gong
Vikas Chandra
292
114
0
18 Nov 2020
Multi Receptive Field Network for Semantic Segmentation
Multi Receptive Field Network for Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Jianlong Yuan
Zelu Deng
Shu Wang
Zhenbo Luo
SSeg
150
25
0
17 Nov 2020
G-RCN: Optimizing the Gap between Classification and Localization Tasks
  for Object Detection
G-RCN: Optimizing the Gap between Classification and Localization Tasks for Object Detection
Yufan Luo
Li Xiao
ObjD
173
2
0
14 Nov 2020
Dual ResGCN for Balanced Scene GraphGeneration
Dual ResGCN for Balanced Scene GraphGeneration
Jingyi Zhang
Yong Zhang
Baoyuan Wu
Yanbo Fan
Fumin Shen
Heng Tao Shen
159
12
0
09 Nov 2020
Real-time Semantic Segmentation with Context Aggregation Network
Real-time Semantic Segmentation with Context Aggregation NetworkIEEE International Conference on Robotics and Automation (ICRA), 2020
M. Yang
Saumya Kumaar
Ye Lyu
F. Nex
SSeg
298
75
0
02 Nov 2020
Dynamic Data Selection for Curriculum Learning via Ability Estimation
Dynamic Data Selection for Curriculum Learning via Ability EstimationFindings (Findings), 2020
John P. Lalor
Hong-ye Yu
226
26
0
30 Oct 2020
$P^2$ Net: Augmented Parallel-Pyramid Net for Attention Guided Pose
  Estimation
P2P^2P2 Net: Augmented Parallel-Pyramid Net for Attention Guided Pose EstimationInternational Conference on Pattern Recognition (ICPR), 2020
Luanxuan Hou
Jie Cao
Yuan Zhao
Haifeng Shen
Yong Dai
Ran He
138
2
0
26 Oct 2020
A Survey on Curriculum Learning
A Survey on Curriculum Learning
Xin Eric Wang
Yudong Chen
Wenwu Zhu
SyDa
334
24
0
25 Oct 2020
Restoring Negative Information in Few-Shot Object Detection
Restoring Negative Information in Few-Shot Object Detection
Yukuan Yang
Fangyun Wei
Miaojing Shi
Guoqi Li
ObjD
239
72
0
22 Oct 2020
Learning Loss for Test-Time Augmentation
Learning Loss for Test-Time Augmentation
Ildoo Kim
Younghoon Kim
Sungwoong Kim
OOD
185
110
0
22 Oct 2020
Multiple Pedestrians and Vehicles Tracking in Aerial Imagery: A
  Comprehensive Study
Multiple Pedestrians and Vehicles Tracking in Aerial Imagery: A Comprehensive Study
S. Azimi
Maximilian Kraus
R. Bahmanyar
P. Reinartz
175
7
0
19 Oct 2020
SWIPENET: Object detection in noisy underwater images
SWIPENET: Object detection in noisy underwater images
Long Chen
Feixiang Zhou
Shengke Wang
Junyu Dong
Ning Li
Haiping Ma
Xin Wang
Huiyu Zhou
285
23
0
19 Oct 2020
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmplerNeural Information Processing Systems (NeurIPS), 2020
Zhining Liu
Pengfei Wei
Jing Jiang
Wei Cao
Jiang Bian
Yi-Ju Chang
111
75
0
17 Oct 2020
Are all negatives created equal in contrastive instance discrimination?
Are all negatives created equal in contrastive instance discrimination?
Tiffany Cai
Jonathan Frankle
D. Schwab
Ari S. Morcos
SSL
273
93
0
13 Oct 2020
Adaptive Self-training for Few-shot Neural Sequence Labeling
Adaptive Self-training for Few-shot Neural Sequence Labeling
Yaqing Wang
Subhabrata Mukherjee
Haoda Chu
Yuancheng Tu
Ming Wu
Jing Gao
Ahmed Hassan Awadallah
VLM
151
35
0
07 Oct 2020
Data Rejuvenation: Exploiting Inactive Training Examples for Neural
  Machine Translation
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Wenxiang Jiao
Xing Wang
Shilin He
Irwin King
Michael R. Lyu
Zhaopeng Tu
179
26
0
06 Oct 2020
Addressing Class Imbalance in Scene Graph Parsing by Learning to
  Contrast and Score
Addressing Class Imbalance in Scene Graph Parsing by Learning to Contrast and Score
He Huang
Shunta Saito
Yuta Kikuchi
Eiichi Matsumoto
Wei Tang
Philip S. Yu
227
5
0
28 Sep 2020
The Elements of End-to-end Deep Face Recognition: A Survey of Recent
  Advances
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances
Hang Du
Hailin Shi
Dan Zeng
Xiaoping Zhang
Tao Mei
OOD
579
141
0
28 Sep 2020
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