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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
Self Semi Supervised Neural Architecture Search for Semantic
  Segmentation
Self Semi Supervised Neural Architecture Search for Semantic Segmentation
Loïc Pauletto
Massih-Reza Amini
Nicolas Winckler
SSLSSeg
75
1
0
29 Jan 2022
The Effect of Diversity in Meta-Learning
The Effect of Diversity in Meta-Learning
Ramnath Kumar
T. Deleu
Yoshua Bengio
76
13
0
27 Jan 2022
Learning Efficient Representations for Enhanced Object Detection on
  Large-scene SAR Images
Learning Efficient Representations for Enhanced Object Detection on Large-scene SAR Images
Siyan Li
Yueping Xiao
Yuhang Zhang
L. Chu
Robert C. Qiu
40
4
0
22 Jan 2022
VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning
  Challenges
VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
A. Lengyel
Robert-Jan Bruintjes
Marcos Baptista-Rios
O. Kayhan
Davide Zambrano
Nergis Tomen
Jan van Gemert
VLM
70
11
0
21 Jan 2022
FaceOcc: A Diverse, High-quality Face Occlusion Dataset for Human Face
  Extraction
FaceOcc: A Diverse, High-quality Face Occlusion Dataset for Human Face Extraction
Xiangnan Yin
Liming Chen
CVBM
31
10
0
20 Jan 2022
Attentional Feature Refinement and Alignment Network for Aircraft
  Detection in SAR Imagery
Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery
Yan Zhao
Lingjun Zhao
Zhongkang Liu
Dewen Hu
Gangyao Kuang
Li Liu
61
32
0
18 Jan 2022
TransVOD: End-to-End Video Object Detection with Spatial-Temporal
  Transformers
TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers
Qianyu Zhou
Hefei Ling
Lu He
Li Niu
Guangliang Cheng
Yunhai Tong
Lizhuang Ma
Liqing Zhang
ViT
87
138
0
13 Jan 2022
Incidents1M: a large-scale dataset of images with natural disasters,
  damage, and incidents
Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents
Ethan Weber
Dim P. Papadopoulos
Àgata Lapedriza
Ferda Ofli
Muhammad Imran
Antonio Torralba
159
27
0
11 Jan 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection
Equalized Focal Loss for Dense Long-Tailed Object Detection
Yue Liu
Yongqiang Yao
Jingru Tan
Gang Zhang
F. Yu
Jianwei Lu
Ye Luo
100
99
0
07 Jan 2022
Self-directed Machine Learning
Self-directed Machine Learning
Wenwu Zhu
Xin Eric Wang
P. Xie
64
6
0
04 Jan 2022
Hard Example Guided Hashing for Image Retrieval
Hard Example Guided Hashing for Image Retrieval
Hai Su
Meiyin Han
Junle Liang
Jun Liang
Songsen Yu
21
0
0
27 Dec 2021
Radiomic biomarker extracted from PI-RADS 3 patients support more
  eìcient and robust prostate cancer diagnosis: a multi-center study
Radiomic biomarker extracted from PI-RADS 3 patients support more eìcient and robust prostate cancer diagnosis: a multi-center study
Longfei Li
Rui Yang
Xin Chen
Cheng Li
Hairong Zheng
Yusong Lin
Zaiyi Liu
Shanshan Wang
16
0
0
23 Dec 2021
Radio-Assisted Human Detection
Radio-Assisted Human Detection
Chengrun Qiu
Dongheng Zhang
Yang Hu
Houqiang Li
Qibin Sun
Yan Chen
ObjD
30
8
0
16 Dec 2021
Segmentation-Reconstruction-Guided Facial Image De-occlusion
Segmentation-Reconstruction-Guided Facial Image De-occlusion
Xiangnan Yin
Di Huang
Zehua Fu
Yunhong Wang
Liming Chen
3DHCVBM
73
7
0
15 Dec 2021
n-CPS: Generalising Cross Pseudo Supervision to n Networks for
  Semi-Supervised Semantic Segmentation
n-CPS: Generalising Cross Pseudo Supervision to n Networks for Semi-Supervised Semantic Segmentation
Dominik Filipiak
Piotr Tempczyk
Marek Cygan
75
13
0
14 Dec 2021
Hard Sample Aware Noise Robust Learning for Histopathology Image
  Classification
Hard Sample Aware Noise Robust Learning for Histopathology Image Classification
Chuang Zhu
Wenkai Chen
T. Peng
Ying Wang
M. Jin
NoLa
74
76
0
05 Dec 2021
HRNET: AI on Edge for mask detection and social distancing
HRNET: AI on Edge for mask detection and social distancing
Kinshuk Sengupta
Praveen Ranjan Srivastava
52
6
0
30 Nov 2021
SamplingAug: On the Importance of Patch Sampling Augmentation for Single
  Image Super-Resolution
SamplingAug: On the Importance of Patch Sampling Augmentation for Single Image Super-Resolution
Shizun Wang
Ming Lu
Kaixin Chen
Jiaming Liu
Xiaoqi Li
Chuang Zhang
Ming Wu
44
6
0
30 Nov 2021
Learning with Noisy Labels by Efficient Transition Matrix Estimation to
  Combat Label Miscorrection
Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection
Seong Min Kye
Kwanghee Choi
Joonyoung Yi
Buru Chang
NoLa
96
17
0
29 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for
  Domain-Adaptive Semantic Segmentation
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
Lukas Hoyer
Dengxin Dai
Luc Van Gool
AI4CE
107
462
0
29 Nov 2021
Attention-based Feature Decomposition-Reconstruction Network for Scene
  Text Detection
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection
Qi Zhao
Yufei Wang
Shuchang Lyu
Lijiang Chen
55
1
0
29 Nov 2021
Handling Inter-class and Intra-class Imbalance in Class-imbalanced
  Learning
Handling Inter-class and Intra-class Imbalance in Class-imbalanced Learning
Zhining Liu
Pengfei Wei
Zhepei Wei
Boyang Yu
Jing Jiang
Wei Cao
Jiang Bian
Yi Chang
66
7
0
24 Nov 2021
Background-Click Supervision for Temporal Action Localization
Background-Click Supervision for Temporal Action Localization
Le Yang
Junwei Han
Tao Zhao
Tianwei Lin
Dingwen Zhang
Jianxin Chen
85
61
0
24 Nov 2021
StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks
StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks
Lei Li
Kai Fan
Chun Yuan
61
1
0
23 Nov 2021
Rethinking Dilated Convolution for Real-time Semantic Segmentation
Rethinking Dilated Convolution for Real-time Semantic Segmentation
Roland Gao
SSeg
69
45
0
18 Nov 2021
DIVA: Dataset Derivative of a Learning Task
DIVA: Dataset Derivative of a Learning Task
Yonatan Dukler
Alessandro Achille
Giovanni Paolini
Avinash Ravichandran
M. Polito
Stefano Soatto
24
5
0
18 Nov 2021
Adaptive Shrink-Mask for Text Detection
Adaptive Shrink-Mask for Text Detection
Chuan Yang
Mulin. Chen
Yuan. Yuan
Qi. Wang
Xuelong Li
44
0
0
18 Nov 2021
Rethinking Drone-Based Search and Rescue with Aerial Person Detection
Rethinking Drone-Based Search and Rescue with Aerial Person Detection
Pasi Pyrrö
H. Naseri
Alexander Jung
26
5
0
17 Nov 2021
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
21
0
0
15 Nov 2021
Interactive Medical Image Segmentation with Self-Adaptive Confidence
  Calibration
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration
Wenhao Li
Qisen Xu
Chuyun Shen
Bin Hu
Fengping Zhu
Yuxin Li
Bo Jin
Xiangfeng Wang
95
5
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
53
6
0
12 Nov 2021
FBNet: Feature Balance Network for Urban-Scene Segmentation
FBNet: Feature Balance Network for Urban-Scene Segmentation
Lei Gan
Huabin Huang
Banghuai Li
Ye Yuan
19
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
77
10
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
94
16
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
84
48
0
26 Oct 2021
HR-RCNN: Hierarchical Relational Reasoning for Object Detection
HR-RCNN: Hierarchical Relational Reasoning for Object Detection
Hao Chen
Abhinav Shrivastava
66
1
0
26 Oct 2021
Circle Representation for Medical Object Detection
Circle Representation for Medical Object Detection
Chaobing Zheng
Haichun Yang
Ruining Deng
Yuzhe Lu
Zheyu Zhu
Wenjian Ying
Le Lu
Bennett A. Landman
Agnes B. Fogo
Yuankai Huo
MedIm
102
37
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 Estimation
Yepeng Liu
Zaiwang Gu
Shenghua Gao
Dong Wang
Yu Zeng
Jun Cheng
CVBM
60
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
62
39
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
Hongxin Wei
Kai Ma
Tao Xu
Yefeng Zheng
NoLa
76
5
0
17 Oct 2021
Identifying Incorrect Classifications with Balanced Uncertainty
Identifying Incorrect Classifications with Balanced Uncertainty
Bolian Li
Zige Zheng
Changqing Zhang
UQCV
48
2
0
15 Oct 2021
Bounding-box deep calibration for high performance face detection
Bounding-box deep calibration for high performance face detection
Shi Luo
Xiong-fei Li
Xiaoli Zhang
CVBM
82
1
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
72
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
69
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
98
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
103
16
0
29 Sep 2021
Deep Structured Instance Graph for Distilling Object Detectors
Deep Structured Instance Graph for Distilling Object Detectors
Yixin Chen
Pengguang Chen
Shu Liu
Liwei Wang
Jiaya Jia
ObjDISeg
58
12
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
35
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
215
78
0
12 Sep 2021
Learning Fast Sample Re-weighting Without Reward Data
Learning Fast Sample Re-weighting Without Reward Data
Zizhao Zhang
Tomas Pfister
80
76
0
07 Sep 2021
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