SNIPER: Efficient Multi-Scale Training

23 May 2018

Papers citing "SNIPER: Efficient Multi-Scale Training"

34 / 34 papers shown

Title
S $^3$ AD: Semi-supervised Small Apple Detection in Orchard Environments Robert Johanson Christian Wilms Ole Johannsen Simone Frintrop 47 4 0 08 Nov 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 102 9 0 21 Feb 2023
HRDNet: High-resolution Detection Network for Small Objects Ziming Liu Guangyu Gao Lin Sun Zhiyuan Fang ObjD 49 104 0 13 Jun 2020
Revisiting the Sibling Head in Object Detector Guanglu Song Yu Liu Xiaogang Wang ObjD 193 348 0 17 Mar 2020
Group Normalization Yuxin Wu Kaiming He 104 3,626 0 22 Mar 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 101 19,124 0 13 Jan 2018
An Analysis of Scale Invariance in Object Detection - SNIP Bharat Singh L. Davis ObjD 69 738 0 22 Nov 2017
MegDet: A Large Mini-Batch Object Detector Chao Peng Tete Xiao Zeming Li Yuning Jiang Xiangyu Zhang Kai Jia Gang Yu Jian Sun ObjD 79 318 0 20 Nov 2017
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 116 1,779 0 10 Oct 2017
SSH: Single Stage Headless Face Detector Mahyar Najibi Pouya Samangouei Rama Chellappa L. Davis CVBM PICV 45 421 0 14 Aug 2017
Soft-NMS -- Improving Object Detection With One Line of Code Navaneeth Bodla Bharat Singh Rama Chellappa L. Davis ObjD 39 1,778 0 14 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 227 27,018 0 20 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 162 5,291 0 17 Mar 2017
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks Wenjie Luo Yujia Li R. Urtasun R. Zemel HAI 55 1,789 0 15 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 364 21,951 0 09 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 195 11,941 0 04 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 387 10,281 0 16 Nov 2016
Crafting GBD-Net for Object Detection Xingyu Zeng Wanli Ouyang Junjie Yan Hongsheng Li Tong Xiao ... Yucong Zhou Binh Yang Zhe Wang Hui Zhou Xiaogang Wang ObjD 40 138 0 08 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 609 14,454 0 07 Oct 2016
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection Zhaowei Cai Quanfu Fan Rogerio Feris Nuno Vasconcelos ObjD 49 1,491 0 25 Jul 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 101 2,411 0 12 Apr 2016
A MultiPath Network for Object Detection Sergey Zagoruyko Adam Lerer Nayeon Lee Pedro H. O. Pinheiro Sam Gross Soumith Chintala Piotr Dollár ObjD 39 215 0 07 Apr 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 223 10,149 0 16 Mar 2016
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 52 1,206 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 901 192,638 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 106 29,646 0 08 Dec 2015
LocNet: Improving Localization Accuracy for Object Detection Spyros Gidaris N. Komodakis ObjD 37 140 0 24 Nov 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 133 8,421 0 23 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 329 61,900 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 227 24,933 0 30 Apr 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 91 19,448 0 09 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 189 43,154 0 11 Feb 2015
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 160 11,183 0 18 Jun 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 159 26,091 0 11 Nov 2013