Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection

25 April 2020

Hongwen Zhang

Wanli Ouyang

Papers citing "Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection"

38 / 38 papers shown

Title
Rethinking Pseudo-LiDAR Representation Xinzhu Ma Shinan Liu Zhiyi Xia Hongwen Zhang Xingyu Zeng Wanli Ouyang 3DPC 31 194 0 11 Aug 2020
EcoNAS: Finding Proxies for Economical Neural Architecture Search Dongzhan Zhou Xinchi Zhou Wenwei Zhang Chen Change Loy Shuai Yi Xuesen Zhang Wanli Ouyang 34 111 0 05 Jan 2020
Computation Reallocation for Object Detection Feng Liang Chen Lin Ronghao Guo Ming Sun Wei Wu Junjie Yan Wanli Ouyang ObjD 74 35 0 24 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 277 42,038 0 03 Dec 2019
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 79 4,996 0 20 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 113 12,007 0 13 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 223 2,380 0 11 Nov 2019
Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection Junran Peng Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan ViT 56 56 0 05 Sep 2019
M3D-RPN: Monocular 3D Region Proposal Network for Object Detection Garrick Brazil Xiaoming Liu 3DPC 68 462 0 13 Jul 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 581 4,735 0 13 May 2019
Towards Accurate One-Stage Object Detection with AP-Loss Kean Chen Jianguo Li Weiyao Lin John See Ji Wang Ling-yu Duan Zhibo Chen Changwei He Junni Zou ObjD 41 112 0 12 Apr 2019
Libra R-CNN: Towards Balanced Learning for Object Detection Jiangmiao Pang Kai-xiang Chen Jianping Shi H. Feng Wanli Ouyang Dahua Lin ObjD 61 1,290 0 04 Apr 2019
Accurate Monocular Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving Xinzhu Ma Zhihui Wang Haojie Li Pengbo Zhang Xin Fan Wanli Ouyang 3DPC 55 298 0 27 Mar 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 56 796 0 02 Mar 2019
Scale-Aware Trident Networks for Object Detection Yanghao Li Yuntao Chen Naiyan Wang Zhaoxiang Zhang ObjD 76 880 0 07 Jan 2019
ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape Fabian Manhardt Wadim Kehl Adrien Gaidon 3DPC 3DH 56 271 0 06 Dec 2018
Grid R-CNN Xin Lu Buyu Li Yuxin Yue Quanquan Li Junjie Yan ObjD 42 378 0 29 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 100 1,081 0 21 Nov 2018
ScratchDet: Training Single-Shot Object Detectors from Scratch Rui Zhu Shifeng Zhang Xiaobo Wang Longyin Wen Hailin Shi Liefeng Bo Tao Mei ObjD 60 124 0 19 Oct 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 143 2,438 0 06 Sep 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 57 3,598 0 03 Aug 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 67 483 0 23 May 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 139 1,319 0 23 May 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe Laurens van der Maaten VLM 166 1,362 0 02 May 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 112 264 0 17 Apr 2018
Group Normalization Yuxin Wu Kaiming He 147 3,626 0 22 Mar 2018
Receptive Field Block Net for Accurate and Fast Object Detection Songtao Liu Di Huang Yunhong Wang ObjD 55 1,259 0 21 Nov 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 105 2,993 0 07 Aug 2017
DSOD: Learning Deeply Supervised Object Detectors from Scratch Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 58 601 0 03 Aug 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 110 2,386 0 10 Jul 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 188 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 68 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 418 21,951 0 09 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 435 10,281 0 16 Nov 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 122 2,413 0 12 Apr 2016
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 568 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 412 61,900 0 04 Jun 2015
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 224 26,122 0 11 Nov 2013