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"

50 / 822 papers shown

Title
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 78 84 0 08 Jun 2020
Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses Trong Huy Phan Kazuma Yamamoto 71 72 0 02 Jun 2020
Graph Learning with Loss-Guided Training Eliav Buchnik E. Cohen 45 1 0 31 May 2020
Learning Robust Feature Representations for Scene Text Detection Sihwan Kim T. Park OOD 38 2 0 26 May 2020
NENET: An Edge Learnable Network for Link Prediction in Scene Text M. Singh Sayan Banerjee S. Chaudhuri 28 1 0 25 May 2020
Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels Junran Peng Xingyuan Bu Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan VLM ObjD 80 60 0 18 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 130 500 0 10 May 2020
RetinaFaceMask: A Single Stage Face Mask Detector for Assisting Control of the COVID-19 Pandemic Xinqi Fan Mingjie Jiang CVBM 52 48 0 08 May 2020
RigNet: Neural Rigging for Articulated Characters Zhan Xu Yang Zhou E. Kalogerakis Chris Landreth Karan Singh 3DH 88 53 0 01 May 2020
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential M. Tschuchnig G. Oostingh M. Gadermayr MedIm AI4CE GAN 100 90 0 30 Apr 2020
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net M. Jafari Ruizhe Li Yue Xing Dorothee Auer S. Francis J. Garibaldi Xin Chen SSeg 50 14 0 28 Apr 2020
Detective: An Attentive Recurrent Model for Sparse Object Detection A. Kechaou Manuel Martínez Monica Haurilet Rainer Stiefelhagen ObjD 32 3 0 25 Apr 2020
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection Dongzhan Zhou Xinchi Zhou Hongwen Zhang Shuai Yi Wanli Ouyang VLM 94 16 0 25 Apr 2020
Learning Gaussian Maps for Dense Object Detection Sonaal Kant 30 5 0 24 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 180 12,354 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 95 86 0 16 Apr 2020
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition Yanhua Huang Yuhan Wang Ying Tai Xiaoming Liu Pengcheng Shen Shaoxin Li Jilin Li Feiyue Huang CVBM 89 508 0 01 Apr 2020
Robust and On-the-fly Dataset Denoising for Image Classification Jiaming Song Lunjia Hu Michael Auli Yann N. Dauphin Tengyu Ma NoLa OOD 90 13 0 24 Mar 2020
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation Xia Li Yibo Yang Qijie Zhao Tiancheng Shen Zhouchen Lin Hong Liu SSeg GNN 167 163 0 23 Mar 2020
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic Segmentation Quan Zhou Dechun Cong B. Kang Xiaofu Wu B. Zheng Huimin Lu Longin Jan Latecki SSeg ISeg 59 0 0 21 Mar 2020
GIQA: Generated Image Quality Assessment Shuyang Gu Jianmin Bao Dong Chen Fang Wen EGVM 248 82 0 19 Mar 2020
Extended Feature Pyramid Network for Small Object Detection Chunfang Deng Mengmeng Wang Lu Liu Yong Liu ObjD 125 252 0 16 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 69 56 0 16 Mar 2020
PointINS: Point-based Instance Segmentation Lu Qi Xinming Zhang Yukang Chen Ying-Cong Chen Xiangyu Zhang Jian Sun Jiaya Jia ISeg 3DPC 108 31 0 13 Mar 2020
SASL: Saliency-Adaptive Sparsity Learning for Neural Network Acceleration Jun Shi Jianfeng Xu K. Tasaka Zhibo Chen 78 25 0 12 Mar 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 327 466 0 11 Mar 2020
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models Mikolaj Wieczorek Andrzej Michalowski Anna Wróblewska Jacek Dąbrowski 121 14 0 09 Mar 2020
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 410 522 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 106 359 0 24 Feb 2020
MaxUp: A Simple Way to Improve Generalization of Neural Network Training Chengyue Gong Zhaolin Ren Mao Ye Qiang Liu AAML 77 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 58 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 Leilei Gan 104 116 0 17 Feb 2020
Solving Missing-Annotation Object Detection with Background Recalibration Loss Han Zhang Fangyi Chen Zhiqiang Shen Qiqi Hao Chenchen Zhu Marios Savvides ObjD 187 53 0 12 Feb 2020
Improving Face Recognition from Hard Samples via Distribution Distillation Loss Yanhua Huang Pengcheng Shen Ying Tai Shaoxin Li Xiaoming Liu Jilin Li Feiyue Huang Rongrong Ji CVBM 93 1 0 10 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 Vercauteren OOD 96 10 0 08 Jan 2020
Scale Match for Tiny Person Detection Xuehui Yu Yuqi Gong Nan Jiang QiXiang Ye Zhenjun Han 86 219 0 23 Dec 2019
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection Yuliang Liu Tong He Hao Chen Xinyu Wang Canjie Luo Shuaitao Zhang Chunhua Shen Lianwen Jin 69 4 0 20 Dec 2019
Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling Tianrui Liu Wenhan Luo Lin Ma Jun-Jie Huang Tania Stathaki Tianhong Dai 73 35 0 18 Dec 2019
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking Gustavo Penha C. Hauff 77 24 0 18 Dec 2019
IoU-uniform R-CNN: Breaking Through the Limitations of RPN Li Zhu Zihao Xie Liman Liu B. Tao Wenbing Tao ObjD 55 49 0 11 Dec 2019
Learning from Noisy Anchors for One-stage Object Detection Hengduo Li Zuxuan Wu Chen Zhu Caiming Xiong R. Socher L. Davis NoLa 134 99 0 11 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 80 61 0 11 Dec 2019
Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment Behnoosh Parsa Athma Narayanan Behzad Dariush 3DH 81 21 0 07 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 133 551 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 213 1,563 0 05 Dec 2019
YOLACT++: Better Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee VLM SSeg ISeg 79 421 0 03 Dec 2019
IPG-Net: Image Pyramid Guidance Network for Small Object Detection Ziming Liu Guangyu Gao Lin Sun Lingyu Fang ObjD 143 54 0 02 Dec 2019
Siam R-CNN: Visual Tracking by Re-Detection P. Voigtlaender Jonathon Luiten Philip Torr Bastian Leibe 110 516 0 28 Nov 2019
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image Jaeyoung Yoo Hojun Lee Ahmed Abdulaal André Altmann James Cole ObjD 125 5 0 28 Nov 2019
Mis-classified Vector Guided Softmax Loss for Face Recognition Xiaobo Wang Shifeng Zhang Shuo Wang Tianyu Fu Hailin Shi Tao Mei CVBM 64 165 0 26 Nov 2019