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1811.08883
Cited By
Rethinking ImageNet Pre-training
21 November 2018
Kaiming He
Ross B. Girshick
Piotr Dollár
VLM
SSeg
Re-assign community
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Papers citing
"Rethinking ImageNet Pre-training"
50 / 507 papers shown
Title
What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors
Christos Matsoukas
Johan Fredin Haslum
Moein Sorkhei
Magnus P Soderberg
Kevin Smith
VLM
OOD
MedIm
134
88
0
02 Mar 2022
Movies2Scenes: Using Movie Metadata to Learn Scene Representation
Shixing Chen
Chundi Liu
Xiang Hao
Xiaohan Nie
Maxim Arap
Raffay Hamid
67
17
0
22 Feb 2022
Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and Co-Training
Yi Lin
Z. Qu
Hao Chen
Zhongke Gao
Yuexiang Li
Lili Xia
Kai Ma
Yefeng Zheng
Kwang-Ting Cheng
70
27
0
16 Feb 2022
GiraffeDet: A Heavy-Neck Paradigm for Object Detection
Yiqi Jiang
Zhiyu Tan
Junyan Wang
Xiuyu Sun
Ming Lin
Hao Li
ObjD
76
94
0
09 Feb 2022
How Low Can We Go? Pixel Annotation for Semantic Segmentation
Daniel Kigli
Ariel Shamir
S. Avidan
VLM
60
1
0
25 Jan 2022
VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
A. Lengyel
Robert-Jan Bruintjes
Marcos Baptista-Rios
O. Kayhan
Davide Zambrano
Nergis Tomen
Jan van Gemert
VLM
70
11
0
21 Jan 2022
Transferability in Deep Learning: A Survey
Junguang Jiang
Yang Shu
Jianmin Wang
Mingsheng Long
OOD
93
105
0
15 Jan 2022
Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training
Shu Zhen Zhang
Zihao Li
Hong-Yu Zhou
Jiechao Ma
Yizhou Yu
60
12
0
05 Jan 2022
Underwater Object Classification and Detection: first results and open challenges
Andre Jesus
Claudio Zito
Claudio Tortorici
E. Roura
G. D. Masi
ObjD
48
12
0
04 Jan 2022
Ghost-dil-NetVLAD: A Lightweight Neural Network for Visual Place Recognition
Qingyuan Gong
Yu Liu
Liqiang Zhang
Renhe Liu
ObjD
VLM
135
4
0
22 Dec 2021
PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision
Salehe Erfanian Ebadi
Y. Jhang
Alexander Zook
S. Dhakad
A. Crespi
Pete Parisi
S. Borkman
Jonathan Hogins
Sujoy Ganguly
71
21
0
17 Dec 2021
An Empirical Investigation of the Role of Pre-training in Lifelong Learning
Sanket Vaibhav Mehta
Darshan Patil
Sarath Chandar
Emma Strubell
CLL
151
145
0
16 Dec 2021
An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering
Yiqi Wang
Chaozhuo Li
Zheng Liu
Mingzheng Li
Jiliang Tang
Xing Xie
Lei Chen
Philip S. Yu
70
23
0
14 Dec 2021
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification
Lin Wan
Qianyan Jing
Zongyuan Sun
Chuan Zhang
Zhihang Li
Yehansen Chen
SSL
77
5
0
12 Dec 2021
Learning from the Tangram to Solve Mini Visual Tasks
Yizhou Zhao
Liang Qiu
Pan Lu
Feng Shi
Tian Han
Song-Chun Zhu
90
5
0
12 Dec 2021
RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition
Cheng Peng
Yangyang Li
Ronghua Shang
L. Jiao
91
14
0
07 Dec 2021
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective
Yizhou Wang
Shixiang Tang
Feng Zhu
Lei Bai
Rui Zhao
Donglian Qi
Wanli Ouyang
104
53
0
01 Dec 2021
CLIP Meets Video Captioning: Concept-Aware Representation Learning Does Matter
Bang-ju Yang
Tong Zhang
Yuexian Zou
CLIP
70
20
0
30 Nov 2021
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection
Zhenhong Sun
Ming Lin
Xiuyu Sun
Zhiyu Tan
Hao Li
Rong Jin
143
33
0
26 Nov 2021
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective
Xin Li
Xin Jin
Jun Fu
Xiaoyuan Yu
Bei Tong
Zhibo Chen
SupR
47
2
0
25 Nov 2021
Improved Fine-Tuning by Better Leveraging Pre-Training Data
Ziquan Liu
Yi Tian Xu
Yuanhong Xu
Qi Qian
Hao Li
Xiangyang Ji
Antoni B. Chan
Rong Jin
65
42
0
24 Nov 2021
An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction
Riccardo Barbano
Johannes Leuschner
Maximilian Schmidt
Alexander Denker
A. Hauptmann
Peter Maass
Bangti Jin
102
21
0
23 Nov 2021
Benchmarking Detection Transfer Learning with Vision Transformers
Yanghao Li
Saining Xie
Xinlei Chen
Piotr Dollar
Kaiming He
Ross B. Girshick
113
170
0
22 Nov 2021
TransMix: Attend to Mix for Vision Transformers
Jieneng Chen
Shuyang Sun
Ju He
Philip Torr
Alan Yuille
S. Bai
ViT
125
110
0
18 Nov 2021
Improved Regularization and Robustness for Fine-tuning in Neural Networks
Dongyue Li
Hongyang R. Zhang
NoLa
98
56
0
08 Nov 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit
A. Narayan
Piero Molino
Karan Goel
Willie Neiswanger
Christopher Ré
76
11
0
08 Nov 2021
Recognizing Vector Graphics without Rasterization
Xinyang Jiang
Lu Liu
Caihua Shan
Yifei Shen
Xuanyi Dong
Dongsheng Li
GNN
84
20
0
05 Nov 2021
Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks
Seungbum Hong
Jihun Yoon
Junmo Kim
Min-Kook Choi
SSL
28
1
0
25 Oct 2021
A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark
Zhenxi Zhu
Limin Wang
Sheng Guo
Gangshan Wu
148
32
0
24 Oct 2021
An attention-driven hierarchical multi-scale representation for visual recognition
Zachary Wharton
Chenglong Bao
Asish Bera
BDL
82
1
0
23 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models
Zongze Wu
Yotam Nitzan
Eli Shechtman
Dani Lischinski
127
58
0
21 Oct 2021
Training Deep Neural Networks with Joint Quantization and Pruning of Weights and Activations
Xinyu Zhang
Ian Colbert
Ken Kreutz-Delgado
Srinjoy Das
MQ
100
12
0
15 Oct 2021
Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning
Yang Shu
Zhangjie Cao
Jing Gao
Jianmin Wang
Philip S. Yu
Mingsheng Long
111
11
0
14 Oct 2021
Dense Uncertainty Estimation
Jing Zhang
Yuchao Dai
Mochu Xiang
Deng-Ping Fan
Peyman Moghadam
Mingyi He
Christian J. Walder
Kaihao Zhang
Mehrtash Harandi
Nick Barnes
UQCV
BDL
133
11
0
13 Oct 2021
Rethinking Person Re-Identification via Semantic-Based Pretraining
Suncheng Xiang
Jingsheng Gao
Zi-Yu Zhang
Mengyuan Guan
Binghai Yan
Ting Liu
Xiaobo Li
Yuzhuo Fu
VLM
111
11
0
11 Oct 2021
Deep Long-Tailed Learning: A Survey
Yifan Zhang
Bingyi Kang
Bryan Hooi
Shuicheng Yan
Jiashi Feng
VLM
117
596
0
09 Oct 2021
Improving Fractal Pre-training
Connor Anderson
Ryan Farrell
143
27
0
06 Oct 2021
On the Surrogate Gap between Contrastive and Supervised Losses
Han Bao
Yoshihiro Nagano
Kento Nozawa
SSL
UQCV
87
22
0
06 Oct 2021
Video Temporal Relationship Mining for Data-Efficient Person Re-identification
Siyu Chen
Dengjie Li
Lishuai Gao
Fan Liang
Wei Zhang
Ling-guo Ma
49
1
0
01 Oct 2021
Automated Multi-Process CTC Detection using Deep Learning
E. Ivanova
K. Leong
Andrew F. Laine
19
2
0
26 Sep 2021
Long Short View Feature Decomposition via Contrastive Video Representation Learning
Nadine Behrmann
Mohsen Fayyaz
Juergen Gall
M. Noroozi
66
36
0
23 Sep 2021
LGD: Label-guided Self-distillation for Object Detection
Peizhen Zhang
Zijian Kang
Tong Yang
Xinming Zhang
N. Zheng
Jian Sun
ObjD
181
31
0
23 Sep 2021
A Study of the Generalizability of Self-Supervised Representations
Atharva Tendle
Mohammad Rashedul Hasan
159
28
0
19 Sep 2021
Label Assignment Distillation for Object Detection
Hailun Zhang
26
2
0
16 Sep 2021
Multi-Scale Aligned Distillation for Low-Resolution Detection
Lu Qi
Jason Kuen
Jiuxiang Gu
Zhe Lin
Yi Wang
Yukang Chen
Yanwei Li
Jiaya Jia
96
53
0
14 Sep 2021
Shape-Biased Domain Generalization via Shock Graph Embeddings
M. Narayanan
Vickram Rajendran
Benjamin Kimia
73
14
0
13 Sep 2021
A Survey on Machine Learning Techniques for Auto Labeling of Video, Audio, and Text Data
Shikun Zhang
Omid Jafari
P. Nagarkar
VLM
36
24
0
08 Sep 2021
Learning 3D Mineral Prospectivity from 3D Geological Models Using Convolutional Neural Networks: Application to a Structure-controlled Hydrothermal Gold Deposit
Hao Deng
Yang Zheng
Jin Chen
Shuyang Yu
K. Xiao
Xiancheng Mao
32
45
0
02 Sep 2021
Benchmarking the Robustness of Instance Segmentation Models
Said Fahri Altindis
Yusuf Dalva
Hamza Pehlivan
Aysegül Dündar
VLM
OOD
225
12
0
02 Sep 2021
AP-10K: A Benchmark for Animal Pose Estimation in the Wild
Hang Yu
Yufei Xu
Jing Zhang
Wei Zhao
Ziyu Guan
Dacheng Tao
111
113
0
28 Aug 2021
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