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
Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance Manuel Carranza-García Pedro Lara-Benítez Jorge García-Gutiérrez José Cristóbal Riquelme Santos ObjD 69 35 0 08 Apr 2021
Localizing Visual Sounds the Hard Way Honglie Chen Weidi Xie Triantafyllos Afouras Arsha Nagrani Andrea Vedaldi Andrew Zisserman ObjD 90 191 0 06 Apr 2021
Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing L. Rossi Akbar Karimi Andrea Prati 25 4 0 03 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 89 75 0 02 Apr 2021
Arbitrary-Shaped Text Detection withAdaptive Text Region Representation Xiufeng Jiang Shugong Xu Shunqing Zhang Shan Cao 26 10 0 01 Apr 2021
Semantic-guided Automatic Natural Image Matting with Trimap Generation Network and Light-weight Non-local Attention Yuhongze Zhou Liguang Zhou Tin Lun Lam Yangsheng Xu 58 2 0 31 Mar 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 97 230 0 30 Mar 2021
Class-Aware Robust Adversarial Training for Object Detection Pin-Chun Chen Bo-Han Kung Jun-Cheng Chen AAML ObjD 132 49 0 30 Mar 2021
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Zhedong Zheng Yi Yang 137 30 0 29 Mar 2021
Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions Xuan Cheng Tianshu Xie Xiaomin Wang Qifeng Weng Minghui Liu Jiali Deng Meilin Liu 66 0 0 29 Mar 2021
Hierarchical Relationship Alignment Metric Learning Li Gu 49 0 0 28 Mar 2021
BA^2M: A Batch Aware Attention Module for Image Classification Qishang Cheng Hongliang Li Qi Wu K. Ngan 39 6 0 28 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 64 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 103 62 0 25 Mar 2021
Recent Advances in Large Margin Learning Yiwen Guo Changshui Zhang AAML AI4CE 121 13 0 25 Mar 2021
Tracking Pedestrian Heads in Dense Crowd Ramanathan Sundararaman Cédric Braga É. Marchand J. Pettré VOT 92 78 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 69 23 0 24 Mar 2021
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors Osama Makansi Özgün Çiçek Yassine Marrakchi Thomas Brox 167 47 0 23 Mar 2021
Revisiting the Loss Weight Adjustment in Object Detection Wenxin Yu Yucheng Hu Tianxiang Lan Dong Yin 100 2 0 17 Mar 2021
Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection Chenwei Cui L. Lu Zhiyuan Tan Amir Hussain 64 5 0 16 Mar 2021
DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network Yang Liu Tu Zheng Mingli Song Deng Cai Xiaofei He 117 26 0 15 Mar 2021
Wide Aspect Ratio Matching for Robust Face Detection Shi Luo Xiong-fei Li Xiaoli Zhang CVBM 110 2 0 10 Mar 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding Bo Sun Banghuai Li Shengcai Cai Ye Yuan Chi Zhang 124 378 0 10 Mar 2021
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training Yicheng Wu Minfeng Xu Z. Ge Jianfei Cai Lei Zhang 88 218 0 04 Mar 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation Yukun Su Rui Sun Guosheng Lin Qingyao Wu 151 121 0 02 Mar 2021
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation Yuhang Zang Chen Huang Chen Change Loy 107 116 0 25 Feb 2021
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks J. Lee Haeri Kim Youngkyu Hong Hye Won Chung 95 23 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 113 491 0 18 Feb 2021
Scale Normalized Image Pyramids with AutoFocus for Object Detection Bharat Singh Mahyar Najibi Abhishek Sharma L. Davis ObjD 77 18 0 10 Feb 2021
Segmenting Microcalcifications in Mammograms and its Applications Roee Zamir Shai Bagon David Samocha Y. Yagil Ronen Basri M. Sklair-Levy 35 8 0 01 Feb 2021
Ground-aware Monocular 3D Object Detection for Autonomous Driving Yuxuan Liu Yuan Yixuan Ming-Yuan Liu 3DPC 102 139 0 01 Feb 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 188 363 0 25 Jan 2021
Focal and Efficient IOU Loss for Accurate Bounding Box Regression Yi-Fan Zhang Weiqiang Ren Zhang Zhang Zhen Jia Liang Wang Tieniu Tan 122 1,308 0 20 Jan 2021
LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting Wenyuan Zeng Ming Liang Renjie Liao R. Urtasun GNN 107 183 0 17 Jan 2021
Diverse Complexity Measures for Dataset Curation in Self-driving Abbas Sadat Sean Segal Sergio Casas James Tu Binh Yang R. Urtasun Ersin Yumer 83 13 0 16 Jan 2021
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes Yuanduo Hong Huihui Pan Weichao Sun Yisong Jia SSeg 236 271 0 15 Jan 2021
Urban land-use analysis using proximate sensing imagery: a survey Zhinan Qiao Xiaohui Yuan 66 18 0 13 Jan 2021
Safety-Oriented Pedestrian Motion and Scene Occupancy Forecasting Katie Z Luo Sergio Casas Renjie Liao Xinchen Yan Yuwen Xiong Wenyuan Zeng R. Urtasun 90 6 0 07 Jan 2021
Focal Frequency Loss for Image Reconstruction and Synthesis Liming Jiang Bo Dai Wayne Wu Chen Change Loy 125 289 0 23 Dec 2020
Multi-Task Multi-Sensor Fusion for 3D Object Detection Ming Liang Binh Yang Yun Chen Rui Hu R. Urtasun 3DPC 123 617 0 22 Dec 2020
Scene Text Detection with Scribble Lines Wenqing Zhang Yang Qiu Minghui Liao Rui Zhang Xiaolin K. Wei X. Bai 36 3 0 09 Dec 2020
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection Qi Ming Z. Zhou Lingjuan Miao Hongwei Zhang Linhao Li ObjD 190 292 0 08 Dec 2020
Towards Better Object Detection in Scale Variation with Adaptive Feature Selection Zehui Gong Dong Li ObjD 80 4 0 06 Dec 2020
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images K. Yan Jinzheng Cai D. Jin S. Miao Dazhou Guo Adam P. Harrison Youbao Tang Jing Xiao Jingjing Lu Le Lu MedIm 103 86 0 04 Dec 2020
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection Ping-Yang Chen Chien-Yao Wang J. Hsieh Munkhjargal Gochoo ObjD 117 81 0 03 Dec 2020
Learning from others' mistakes: Avoiding dataset biases without modeling them Victor Sanh Thomas Wolf Yonatan Belinkov Alexander M. Rush 96 116 0 02 Dec 2020
Learning Spatial Attention for Face Super-Resolution Chaofeng Chen Dihong Gong Hao Wang Zhifeng Li Kwan-Yee K. Wong CVBM SupR 3DH 88 164 0 02 Dec 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation Chen Xu Bojie Hu Yufan Jiang Kai Feng Zeyang Wang Shen Huang Qi Ju Tong Xiao Jingbo Zhu 101 22 0 30 Nov 2020
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images Qijian Zhang Runmin Cong Chongyi Li Ming-Ming Cheng Yuming Fang Xiaochun Cao Yao-Min Zhao Sam Kwong 97 221 0 26 Nov 2020
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling Dilin Wang Meng Li Chengyue Gong Vikas Chandra 87 103 0 18 Nov 2020