Training Region-based Object Detectors with Online Hard Example Mining

12 April 2016

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

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Title
Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation Weilun Wang Wen-gang Zhou Jianmin Bao Dong Chen Houqiang Li SSL 31 81 0 10 Aug 2021
Dynamic Multi-Scale Loss Optimization for Object Detection Yihao Luo Xiang Cao Juntao Zhang Peng Cheng Tianjiang Wang Qi Feng ObjD 23 5 0 09 Aug 2021
Unified Regularity Measures for Sample-wise Learning and Generalization Chi Zhang Xiaoning Ma Yu Liu Le Wang Yuanqi Su Yuehu Liu 39 1 0 09 Aug 2021
Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation Jefferson Fontinele Gabriel Lefundes Luciano Oliveira 39 0 0 05 Aug 2021
Uniform Sampling over Episode Difficulty Sébastien M. R. Arnold Guneet Singh Dhillon Avinash Ravichandran Stefano Soatto 24 14 0 03 Aug 2021
Global Aggregation then Local Distribution for Scene Parsing Xiangtai Li Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Xiatian Zhu Tao Xiang 21 16 0 28 Jul 2021
Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection Shi-Xue Zhang Xiaobin Zhu Chun Yang Hongfa Wang Xu-Cheng Yin 29 84 0 27 Jul 2021
Rank & Sort Loss for Object Detection and Instance Segmentation Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 32 42 0 24 Jul 2021
External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery I. Sledge Christopher Toole J. Maestri José C. Príncipe 42 1 0 22 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 19 11 0 16 Jul 2021
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 29 13 0 05 Jul 2021
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 27 86 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 17 4 0 02 Jul 2021
Striking the Right Balance: Recall Loss for Semantic Segmentation Junjiao Tian Niluthpol Chowdhury Mithun Zachary Seymour Han-Pang Chiu Z. Kira 11 31 0 28 Jun 2021
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images Yibao Sun Xingru Huang Huiyu Zhou Qianni Zhang 33 31 0 25 Jun 2021
End-to-End Semi-Supervised Object Detection with Soft Teacher Mengde Xu Zheng-Wei Zhang Han Hu Jianfeng Wang Lijuan Wang Fangyun Wei X. Bai Zicheng Liu 28 489 0 16 Jun 2021
Curriculum generation using Autoencoder based continuous optimization Dipankar Sarkar Mukur Gupta 22 0 0 16 Jun 2021
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents Weihong Lin Qifang Gao Lei-huan Sun Zhuoyao Zhong Kaiqin Hu Qin Ren Qiang Huo 31 37 0 25 May 2021
Active Terahertz Imaging Dataset for Concealed Object Detection Dong Liang Fei Xue Ling Li 21 16 0 08 May 2021
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches Pingli Ma Chen Li M. Rahaman Yudong Yao Jiawei Zhang Shuojia Zou Xin Zhao M. Grzegorzek 32 62 0 07 May 2021
Towards an efficient framework for Data Extraction from Chart Images Weihong Ma Hesuo Zhang Shuang Yan Guang Yao Yichao Huang Hui Li Yaqiang Wu Lianwen Jin 20 13 0 05 May 2021
The Pursuit of Knowledge: Discovering and Localizing Novel Categories using Dual Memory Sai Saketh Rambhatla Ramalingam Chellappa Abhinav Shrivastava 25 17 0 04 May 2021
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text Wenhai Wang Enze Xie Xiang Li Xuebo Liu Ding Liang Yang Zhibo Tong Lu Chunhua Shen 28 142 0 02 May 2021
Weather and Light Level Classification for Autonomous Driving: Dataset, Baseline and Active Learning Mahesh M Dhananjaya V. Kumar S. Yogamani 22 35 0 28 Apr 2021
PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling Li Yang Yan Xu Shaoru Wang Chun Yuan Ziqi Zhang Bing Li Weiming Hu ObjD 64 19 0 28 Apr 2021
One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning Chaosheng Dong Xiaojie Jin Weihao Gao Yijia Wang Hongyi Zhang Xiang Wu Jianchao Yang Xiaobing Liu 28 5 0 27 Apr 2021
Variational Pedestrian Detection Yuang Zhang Huanyu He Jianguo Li Yuxi Li John See Weiyao Lin 31 33 0 26 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 69 730 0 24 Apr 2021
Fourier Contour Embedding for Arbitrary-Shaped Text Detection Yiqin Zhu Jianyong Chen Lingyu Liang Zhuanghui Kuang Lianwen Jin Wayne Zhang 22 190 0 21 Apr 2021
MOST: A Multi-Oriented Scene Text Detector with Localization Refinement Minghang He Minghui Liao Zhibo Yang Humen Zhong Jun Tang Wenqing Cheng Cong Yao Yongpan Wang X. Bai 45 75 0 02 Apr 2021
Delving into Localization Errors for Monocular 3D Object Detection Xinzhu Ma Yinmin Zhang Dan Xu Dongzhan Zhou Shuai Yi Haojie Li Wanli Ouyang 3DPC 33 223 0 30 Mar 2021
Class-Aware Robust Adversarial Training for Object Detection Pin-Chun Chen Bo-Han Kung Jun-Cheng Chen AAML ObjD 26 48 0 30 Mar 2021
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans Xavier Rafael-Palou A. Aubanell M. Ceresa Vicent J. Ribas Gemma Piella M. A. G. Ballester MedIm 13 3 0 26 Mar 2021
I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors Chaoqi Chen Zebiao Zheng Yue Huang Xinghao Ding Yizhou Yu OOD ObjD 33 59 0 25 Mar 2021
Tracking Pedestrian Heads in Dense Crowd Ramanathan Sundararaman Cédric Braga É. Marchand J. Pettré VOT 20 72 0 24 Mar 2021
A Fine-Grained Dataset and its Efficient Semantic Segmentation for Unstructured Driving Scenarios Kai A. Metzger Peter Mortimer Hans-Joachim Wuensche 27 22 0 24 Mar 2021
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors Osama Makansi Özgün Çiçek Yassine Marrakchi Thomas Brox 31 46 0 23 Mar 2021
DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network Yang Liu Tu Zheng Mingli Song Deng Cai Xiaofei He 38 25 0 15 Mar 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding Bo Sun Banghuai Li Shengcai Cai Ye Yuan Chi Zhang 45 370 0 10 Mar 2021
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training Yicheng Wu Minfeng Xu Z. Ge Jianfei Cai Lei Zhang 18 206 0 04 Mar 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation Yukun Su Rui Sun Guosheng Lin Qingyao Wu 24 117 0 02 Mar 2021
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks J. Lee Haeri Kim Youngkyu Hong Hye Won Chung 25 21 0 24 Feb 2021
Unbiased Teacher for Semi-Supervised Object Detection Yen-Cheng Liu Chih-Yao Ma Zijian He Chia-Wen Kuo Kan Chen Peizhao Zhang Bichen Wu Z. Kira Peter Vajda 68 474 0 18 Feb 2021
Scale Normalized Image Pyramids with AutoFocus for Object Detection Bharat Singh Mahyar Najibi Abhishek Sharma L. Davis ObjD 33 18 0 10 Feb 2021
LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting Wenyuan Zeng Ming Liang Renjie Liao R. Urtasun GNN 28 176 0 17 Jan 2021
Towards Overcoming False Positives in Visual Relationship Detection Daisheng Jin Xiao Ma Chongzhi Zhang Yizhuo Zhou Jiashu Tao ... Haiyu Zhao Shuai Yi Zhoujun Li Xianglong Liu Hongsheng Li 25 5 0 23 Dec 2020
Multi-Task Multi-Sensor Fusion for 3D Object Detection Ming Liang Binh Yang Yun Chen Rui Hu R. Urtasun 3DPC 46 613 0 22 Dec 2020
One for More: Selecting Generalizable Samples for Generalizable ReID Model Enwei Zhang Xinyang Jiang Hao Cheng Ancong Wu Fufu Yu Ke Li Xiao-Wei Guo Feng Zheng Weishi Zheng Xing Sun 23 16 0 10 Dec 2020
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection Qi Ming Z. Zhou Lingjuan Miao Hongwei Zhang Linhao Li ObjD 155 285 0 08 Dec 2020
Towards Better Object Detection in Scale Variation with Adaptive Feature Selection Zehui Gong Dong Li ObjD 40 4 0 06 Dec 2020