Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection

5 December 2019

Shifeng Zhang

Cheng Chi

Yongqiang Yao

Zhen Lei

Stan Z. Li

ObjD

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Papers citing "Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection"

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DSOD: Learning Deeply Supervised Object Detectors from Scratch Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 52 600 0 03 Aug 2017
RON: Reverse Connection with Objectness Prior Networks for Object Detection Tao Kong F. Sun Anbang Yao Huaping Liu Ming Lu Yurong Chen ObjD 54 404 0 06 Jul 2017
Soft-NMS -- Improving Object Detection With One Line of Code Navaneeth Bodla Bharat Singh Rama Chellappa L. Davis ObjD 51 1,778 0 14 Apr 2017
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection Xinyu Wang Abhinav Shrivastava Abhinav Gupta ObjD 61 571 0 11 Apr 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 184 5,291 0 17 Mar 2017
DSSD : Deconvolutional Single Shot Detector Cheng-Yang Fu Wen Liu A. Ranga A. Tyagi Alexander C. Berg ObjD 108 1,909 0 23 Jan 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 145 15,535 0 25 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 66 320 0 20 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 410 21,951 0 09 Dec 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 77 2,567 0 30 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 415 10,281 0 16 Nov 2016
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection Zhaowei Cai Quanfu Fan Rogerio Feris Nuno Vasconcelos ObjD 62 1,491 0 25 Jul 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 98 5,627 0 20 May 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 119 2,411 0 12 Apr 2016
HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection Tao Kong Anbang Yao Yurong Chen F. Sun ObjD 44 813 0 03 Apr 2016
G-CNN: an Iterative Grid Based Object Detector Mahyar Najibi Mohammad Rastegari L. Davis ObjD 41 191 0 24 Dec 2015
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 59 1,206 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 138 29,646 0 08 Dec 2015
DenseBox: Unifying Landmark Localization with End to End Object Detection Lichao Huang Yi Yang Yafeng Deng Yinan Yu ObjD 35 461 0 16 Sep 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 540 36,643 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 393 61,900 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 275 24,933 0 30 Apr 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 986 39,383 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 232 43,290 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 204 26,091 0 11 Nov 2013