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
Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons Ligong Han Ruijiang Gao Mun Kim Xin Tao Bo Liu Dimitris N. Metaxas 52 14 0 21 Nov 2019
Carpe Diem, Seize the Samples Uncertain "At the Moment" for Adaptive Batch Selection Hwanjun Song Minseok Kim Sundong Kim Jae-Gil Lee 58 16 0 19 Nov 2019
Preparing Lessons: Improve Knowledge Distillation with Better Supervision Tiancheng Wen Shenqi Lai Xueming Qian 114 70 0 18 Nov 2019
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Leilei Gan Jiwei Li 119 592 0 07 Nov 2019
An Alternative Probabilistic Interpretation of the Huber Loss Gregory P. Meyer 115 109 0 05 Nov 2019
LapNet : Automatic Balanced Loss and Optimal Assignment for Real-Time Dense Object Detection Florian Chabot Q. C. Pham Mohamed Chaouch ObjD 79 8 0 04 Nov 2019
Distribution Density, Tails, and Outliers in Machine Learning: Metrics and Applications Nicholas Carlini Ulfar Erlingsson Nicolas Papernot OOD OODD 71 60 0 29 Oct 2019
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu Bowen Tan Ruslan Salakhutdinov Tom Michael Mitchell Eric Xing 80 120 0 28 Oct 2019
Mining GOLD Samples for Conditional GANs Sangwoo Mo Chiheon Kim Sungwoong Kim Minsu Cho Jinwoo Shin GAN AI4CE 78 20 0 21 Oct 2019
Correlation Maximized Structural Similarity Loss for Semantic Segmentation Shuai Zhao Boxi Wu Wenqing Chu Yao Hu Deng Cai 50 25 0 19 Oct 2019
Convolutional Character Networks Linjie Xing Zhi Tian Weilin Huang Matthew R. Scott 137 159 0 17 Oct 2019
Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning Ying Zheng Huanjin Yao Xiaoshuai Sun 85 6 0 14 Oct 2019
Meta-Transfer Learning through Hard Tasks Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele 104 104 0 07 Oct 2019
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection A. Wong M. Famouri M. Shafiee Muqun Li Brendan Chwyl Khaldoun Zine El Abidine ObjD 54 109 0 03 Oct 2019
Accelerating Deep Learning by Focusing on the Biggest Losers Angela H. Jiang Daniel L.-K. Wong Giulio Zhou D. Andersen J. Dean ... Gauri Joshi M. Kaminsky M. Kozuch Zachary Chase Lipton Padmanabhan Pillai 93 123 0 02 Oct 2019
Anchor Loss: Modulating Loss Scale based on Prediction Difficulty Serim Ryou Seong-Gyun Jeong Pietro Perona 73 44 0 24 Sep 2019
Improving Collaborative Metric Learning with Efficient Negative Sampling Viet-Anh Tran Romain Hennequin Jimena Royo-Letelier Manuel Moussallam 55 25 0 24 Sep 2019
Development of Fast Refinement Detectors on AI Edge Platforms Min-Kook Choi Heechul Jung ObjD 37 2 0 24 Sep 2019
Learning Dense Representations for Entity Retrieval D. Gillick Sayali Kulkarni L. Lansing Alessandro Presta Jason Baldridge Eugene Ie Diego Garcia-Olano RALM 117 208 0 23 Sep 2019
Generating Positive Bounding Boxes for Balanced Training of Object Detectors Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan ObjD 76 24 0 21 Sep 2019
Dual Graph Convolutional Network for Semantic Segmentation Li Zhang Xiangtai Li Anurag Arnab Kuiyuan Yang Yunhai Tong Philip Torr GNN 83 174 0 13 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 139 470 0 31 Aug 2019
Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark Ke Li G. Wan Gong Cheng L. Meng Junwei Han 88 1,478 0 31 Aug 2019
Residual Objectness for Imbalance Reduction Joya Chen Dong Liu Bin Luo X. Peng Tong Xu Enhong Chen ObjD 83 7 0 24 Aug 2019
Dynamic Graph Message Passing Networks Li Zhang Dan Xu Anurag Arnab Philip Torr GNN 102 138 0 19 Aug 2019
C-RPNs: Promoting Object Detection in real world via a Cascade Structure of Region Proposal Networks Dongming Yang YueXian Zou Jian Zhang Ge Li ObjD 45 9 0 19 Aug 2019
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Wenhai Wang Enze Xie Xiaoge Song Yuhang Zang Wenjia Wang Tong Lu Gang Yu Chunhua Shen 82 420 0 16 Aug 2019
IoU-balanced Loss Functions for Single-stage Object Detection Shengkai Wu Jinrong Yang Xinggang Wang Xiaoping Li ObjD 82 102 0 15 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 131 824 0 10 Aug 2019
Fast Point R-CNN Yilun Chen Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 91 385 0 08 Aug 2019
Learning to Train with Synthetic Humans David T. Hoffmann Dimitrios Tzionas M. Black Siyu Tang 75 33 0 02 Aug 2019
Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline Zhutian Chen Yun Wang Qianwen Wang Yong Wang Huamin Qu 81 78 0 31 Jul 2019
Propose-and-Attend Single Shot Detector Hoyong Jang Sanghyun Woo Philipp Benz Jinsun Park In So Kweon ObjD 74 16 0 30 Jul 2019
Reprojection R-CNN: A Fast and Accurate Object Detector for 360° Images Pengyu Zhao Ansheng You Yuanxing Zhang Jiaying Liu Kaigui Bian Yunhai Tong ObjD 55 3 0 27 Jul 2019
Hard-Aware Fashion Attribute Classification Yun Ye Yixin Li Bo Wu Wei Zhang Lingyu Duan Tao Mei AI4TS 39 6 0 25 Jul 2019
DR Loss: Improving Object Detection by Distributional Ranking Qi Qian Lei Chen Hao Li Rong Jin 46 70 0 23 Jul 2019
Deep inspection: an electrical distribution pole parts study via deep neural networks Liangchen Liu Teng Zhang Kun-li Zhao Arnold Wiliem Kieren Astin-Walmsley Brian C. Lovell 18 7 0 16 Jul 2019
A Survey of Deep Learning-based Object Detection L. Jiao Fan Zhang Fang Liu Shuyuan Yang Lingling Li Zhixi Feng Rong Qu ObjD 131 973 0 11 Jul 2019
Object Detection in Video with Spatial-temporal Context Aggregation Hao Luo Lichao Huang Han Shen Yuan Li Chang Huang Xinggang Wang 44 14 0 11 Jul 2019
Inverse Attention Guided Deep Crowd Counting Network Vishwanath A. Sindagi Vishal M. Patel 84 30 0 02 Jul 2019
High-speed Railway Fastener Detection and Localization Method based on convolutional neural network Q. Song Yao Guo Jianan Jiang Chongxing Liu Mengjie Hu 41 1 0 02 Jul 2019
Hard Pixel Mining for Depth Privileged Semantic Segmentation Zhangxuan Gu Li Niu H. Zhao Liqing Zhang 78 33 0 27 Jun 2019
Cascade R-CNN: High Quality Object Detection and Instance Segmentation Zhaowei Cai Nuno Vasconcelos ObjD 89 1,371 0 24 Jun 2019
Deep Instance-Level Hard Negative Mining Model for Histopathology Images Meng Li Lin Wu Arnold Wiliem Kun-li Zhao Teng Zhang Brian C. Lovell 53 32 0 24 Jun 2019
vireoJD-MM at Activity Detection in Extended Videos Fuchen Long Qi Cai Zhaofan Qiu Zhijian Hou Yingwei Pan Ting Yao Chong-Wah Ngo 30 4 0 20 Jun 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 228 2,891 0 17 Jun 2019
Four Things Everyone Should Know to Improve Batch Normalization Cecilia Summers M. Dinneen 85 52 0 09 Jun 2019
Farm land weed detection with region-based deep convolutional neural networks Mohammad Ibrahim Sarker Hyongsuk Kim 28 8 0 05 Jun 2019
Two-Stream Region Convolutional 3D Network for Temporal Activity Detection Huijuan Xu Abir Das Kate Saenko 3DPC 121 47 0 05 Jun 2019
Efficient Object Detection Model for Real-Time UAV Applications Subrahmanyam Vaddi Chandan Kumar Ali Jannesari 83 37 0 30 May 2019