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
HRDNet: High-resolution Detection Network for Small Objects Ziming Liu Guangyu Gao Lin Sun Zhiyuan Fang ObjD 26 102 0 13 Jun 2020
Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection Liang Du Xiaoqing Ye Xiao Tan Jianfeng Feng Zhenbo Xu Errui Ding Shilei Wen 3DPC 37 83 0 08 Jun 2020
NENET: An Edge Learnable Network for Link Prediction in Scene Text M. Singh Sayan Banerjee S. Chaudhuri 11 1 0 25 May 2020
A Simple Semi-Supervised Learning Framework for Object Detection Kihyuk Sohn Zizhao Zhang Chun-Liang Li Han Zhang Chen-Yu Lee Tomas Pfister 18 492 0 10 May 2020
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection Dongzhan Zhou Xinchi Zhou Hongwen Zhang Shuai Yi Wanli Ouyang VLM 18 16 0 25 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 25 12,035 0 23 Apr 2020
Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans Weiyi Xie Colin Jacobs Jean-Paul Charbonnier Bram van Ginneken 23 85 0 16 Apr 2020
Efficient Deep Representation Learning by Adaptive Latent Space Sampling Yuanhan Mo Shuo Wang Chengliang Dai Rui Zhou Z. Teng Wenjia Bai Yike Guo 22 0 0 19 Mar 2020
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional Networks Chixiang Ma Lei-huan Sun Zhuoyao Zhong Qiang Huo 28 56 0 16 Mar 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 239 456 0 11 Mar 2020
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 303 497 0 05 Mar 2020
Semantic Flow for Fast and Accurate Scene Parsing Xiangtai Li Ansheng You Zhen Zhu Houlong Zhao Maoke Yang Kuiyuan Yang Yunhai Tong SSeg 19 354 0 24 Feb 2020
MaxUp: A Simple Way to Improve Generalization of Neural Network Training Chengyue Gong Tongzheng Ren Mao Ye Qiang Liu AAML 6 56 0 20 Feb 2020
siaNMS: Non-Maximum Suppression with Siamese Networks for Multi-Camera 3D Object Detection Irene Cortés Jorge Beltrán A. D. L. Escalera F. García 3DPC 13 8 0 19 Feb 2020
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting Liang Qiao Sanli Tang Zhanzhan Cheng Yunlu Xu Yi Niu Shiliang Pu Fei Wu 19 114 0 17 Feb 2020
Distributionally Robust Deep Learning using Hardness Weighted Sampling Lucas Fidon Michael Aertsen Thomas Deprest Doaa Emam Frédéric Guffens ... Andrew Melbourne Sébastien Ourselin Jan Deprest Georg Langs Tom Kamiel Magda Vercauteren OOD 9 10 0 08 Jan 2020
Scale Match for Tiny Person Detection Xuehui Yu Yuqi Gong Nan Jiang QiXiang Ye Zhenjun Han 11 208 0 23 Dec 2019
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation Shaoru Wang Yongchao Gong Junliang Xing Lichao Huang Chang Huang Weiming Hu ISeg 23 59 0 11 Dec 2019
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour NoLa 11 534 0 05 Dec 2019
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection Shifeng Zhang Cheng Chi Yongqiang Yao Zhen Lei Stan Z. Li ObjD 55 1,510 0 05 Dec 2019
IPG-Net: Image Pyramid Guidance Network for Small Object Detection Ziming Liu Guangyu Gao Lin Sun Lingyu Fang ObjD 16 53 0 02 Dec 2019
Carpe Diem, Seize the Samples Uncertain "At the Moment" for Adaptive Batch Selection Hwanjun Song Minseok Kim Sundong Kim Jae-Gil Lee 8 15 0 19 Nov 2019
Preparing Lessons: Improve Knowledge Distillation with Better Supervision Tiancheng Wen Shenqi Lai Xueming Qian 23 67 0 18 Nov 2019
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Fei Wu Jiwei Li 16 564 0 07 Nov 2019
An Alternative Probabilistic Interpretation of the Huber Loss Gregory P. Meyer 11 101 0 05 Nov 2019
Distribution Density, Tails, and Outliers in Machine Learning: Metrics and Applications Nicholas Carlini Ulfar Erlingsson Nicolas Papernot OOD OODD 12 62 0 29 Oct 2019
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu Bowen Tan Ruslan Salakhutdinov Tom Michael Mitchell Eric P. Xing 11 116 0 28 Oct 2019
Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning Ying Zheng H. Yao Xiaoshuai Sun 19 6 0 14 Oct 2019
Meta-Transfer Learning through Hard Tasks Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele 14 98 0 07 Oct 2019
Anchor Loss: Modulating Loss Scale based on Prediction Difficulty Serim Ryou Seong-Gyun Jeong Pietro Perona 11 43 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 17 200 0 23 Sep 2019
Dual Graph Convolutional Network for Semantic Segmentation Li Zhang Xiangtai Li Anurag Arnab Kuiyuan Yang Yunhai Tong Philip H. S. Torr GNN 20 43 0 13 Sep 2019
Is Heuristic Sampling Necessary in Training Deep Object Detectors? Joya Chen Dong Liu Tong Bill Xu Shiwei Wu Yifei Cheng Enhong Chen ObjD VLM 18 12 0 11 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 16 457 0 31 Aug 2019
Residual Objectness for Imbalance Reduction Joya Chen Dong Liu Bin Luo X. Peng Tong Bill Xu Enhong Chen ObjD 19 7 0 24 Aug 2019
IoU-balanced Loss Functions for Single-stage Object Detection Shengkai Wu Jinrong Yang Xinggang Wang Xiaoping Li ObjD 16 101 0 15 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo S. Hoi VLM ObjD 30 794 0 10 Aug 2019
Hard-Aware Fashion Attribute Classification Yun Ye Yixin Li Bo Wu Wei Zhang Lingyu Duan Tao Mei AI4TS 17 5 0 25 Jul 2019
Object Detection in Video with Spatial-temporal Context Aggregation Hao Luo Lichao Huang Han Shen Yuan Li Chang Huang Xinggang Wang 13 14 0 11 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 22 1 0 02 Jul 2019
Two-Stream Region Convolutional 3D Network for Temporal Activity Detection Huijuan Xu Abir Das Kate Saenko 3DPC 4 46 0 05 Jun 2019
Efficient Object Detection Model for Real-Time UAV Applications Subrahmanyam Vaddi Chandan Kumar Ali Jannesari 26 36 0 30 May 2019
Instance-Aware Representation Learning and Association for Online Multi-Person Tracking Hefeng Wu Yafei Hu Keze Wang Hanhui Li Lin Nie Hui Cheng VOT 8 30 0 29 May 2019
Learning Loss for Active Learning Donggeun Yoo In So Kweon UQCV 10 652 0 09 May 2019
HAR-Net: Joint Learning of Hybrid Attention for Single-stage Object Detection Yali Li Shengjin Wang 22 32 0 25 Apr 2019
Automated Focal Loss for Image based Object Detection Michael Weber Michael Fürst Johann Marius Zöllner 13 26 0 19 Apr 2019
EvalNorm: Estimating Batch Normalization Statistics for Evaluation Saurabh Singh Abhinav Shrivastava 16 51 0 12 Apr 2019
On The Power of Curriculum Learning in Training Deep Networks Guy Hacohen D. Weinshall ODL 11 437 0 07 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 20 1,625 0 04 Apr 2019
Point in, Box out: Beyond Counting Persons in Crowds Yuting Liu Miaojing Shi Qijun Zhao Xiaofang Wang 3DPC 14 191 0 02 Apr 2019