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Rethinking ImageNet Pre-training

Rethinking ImageNet Pre-training

IEEE International Conference on Computer Vision (ICCV), 2018
21 November 2018
Kaiming He
Ross B. Girshick
Piotr Dollár
    VLMSSeg
ArXiv (abs)PDFHTML

Papers citing "Rethinking ImageNet Pre-training"

13 / 513 papers shown
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse
  Tasks
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks
Matthew E. Peters
Sebastian Ruder
Noah A. Smith
375
465
0
14 Mar 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
Zaiwang Gu
Jun Cheng
Huazhu Fu
Kang Zhou
Huaying Hao
Yitian Zhao
Tianyang Zhang
Shenghua Gao
Jiang-Dong Liu
SSeg
209
1,914
0
07 Mar 2019
Robust Lane Detection from Continuous Driving Scenes Using Deep Neural
  Networks
Robust Lane Detection from Continuous Driving Scenes Using Deep Neural NetworksIEEE Transactions on Vehicular Technology (IEEE Trans. Veh. Technol.), 2019
Qin Zou
Hanwen Jiang
Qiyu Dai
Yuanhao Yue
Long Chen
Qian Wang
242
327
0
06 Mar 2019
3D convolutional neural network for abdominal aortic aneurysm
  segmentation
3D convolutional neural network for abdominal aortic aneurysm segmentation
Karen López-Linares
Inmaculada García
Ainhoa García-Familiar
I. Macía
M. A. G. Ballester
MedIm
106
17
0
03 Mar 2019
Segmentation of Roots in Soil with U-Net
Segmentation of Roots in Soil with U-NetPlant Methods (PM), 2019
Abraham George Smith
Jens Petersen
Raghavendra Selvan
C. Rasmussen
270
133
0
28 Feb 2019
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic
  and Instance Segmentation of Surgical Instrument
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument
S. Hasan
Cristian A. Linte
MedIm
145
111
0
24 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A
  Survey
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey
Longlong Jing
Yingli Tian
SSL
416
1,906
0
16 Feb 2019
Transfusion: Understanding Transfer Learning for Medical Imaging
Transfusion: Understanding Transfer Learning for Medical ImagingNeural Information Processing Systems (NeurIPS), 2019
M. Raghu
Chiyuan Zhang
Jon M. Kleinberg
Samy Bengio
MedIm
500
1,114
0
14 Feb 2019
Using Pre-Training Can Improve Model Robustness and Uncertainty
Using Pre-Training Can Improve Model Robustness and Uncertainty
Dan Hendrycks
Kimin Lee
Mantas Mazeika
NoLa
547
787
0
28 Jan 2019
Is Pretraining Necessary for Hyperspectral Image Classification?
Is Pretraining Necessary for Hyperspectral Image Classification?
Hyungtae Lee
Sungmin Eum
H. Kwon
SSeg
107
14
0
24 Jan 2019
Improved Selective Refinement Network for Face Detection
Improved Selective Refinement Network for Face Detection
Shifeng Zhang
Rui Zhu
Xiaobo Wang
Hailin Shi
Tianyu Fu
Shuo Wang
Tao Mei
Stan Z. Li
CVBM
223
34
0
20 Jan 2019
A Closer Look at Structured Pruning for Neural Network Compression
A Closer Look at Structured Pruning for Neural Network Compression
Elliot J. Crowley
Jack Turner
Amos Storkey
Michael F. P. O'Boyle
3DPC
185
31
0
10 Oct 2018
Object Detection from Scratch with Deep Supervision
Object Detection from Scratch with Deep SupervisionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018
Zhiqiang Shen
Zhuang Liu
Jianguo Li
Yu-Gang Jiang
Yurong Chen
Xiangyang Xue
ObjD
205
89
0
25 Sep 2018
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