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1811.08883
Cited By
Rethinking ImageNet Pre-training
IEEE International Conference on Computer Vision (ICCV), 2018
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 / 513 papers shown
GPPF: A General Perception Pre-training Framework via Sparsely Activated Multi-Task Learning
Benyuan Sun
Jinqiao Dai
Zihao Liang
Cong Liu
Yi Yang
Bo Bai
MoE
197
4
0
03 Aug 2022
Neural Contourlet Network for Monocular 360 Depth Estimation
Zhijie Shen
Chunyu Lin
Lang Nie
K. Liao
Yao Zhao
MDE
143
12
0
03 Aug 2022
Deep Clustering with Features from Self-Supervised Pretraining
Xingzhi Zhou
Ningyu Zhang
ViT
3DPC
SSL
204
15
0
27 Jul 2022
Boosting Point-BERT by Multi-choice Tokens
Kexue Fu
Ming-Dong Yuan
Manning Wang
3DPC
244
13
0
27 Jul 2022
AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification
Xuyang Shen
J. Plested
Sabrina Caldwell
Yiran Zhong
Tom Gedeon
147
3
0
26 Jul 2022
Hyper-Representations for Pre-Training and Transfer Learning
Konstantin Schurholt
Boris Knyazev
Xavier Giró-i-Nieto
Damian Borth
155
12
0
22 Jul 2022
Automatic universal taxonomies for multi-domain semantic segmentation
British Machine Vision Conference (BMVC), 2022
Petra Bevandić
Sinisa Segvic
VLM
296
7
0
18 Jul 2022
Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation
B. Felfeliyan
A. Hareendranathan
G. Kuntze
David Cornell
Nils D. Forkert
Jacob L. Jaremko
J. Ronsky
186
24
0
17 Jul 2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images
European Conference on Computer Vision (ECCV), 2022
Jiawei Yang
Hanbo Chen
Yuan Liang
Junzhou Huang
Lei He
Jianhua Yao
239
21
0
14 Jul 2022
PSP-HDRI
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: A Synthetic Dataset Generator for Pre-Training of Human-Centric Computer Vision Models
Salehe Erfanian Ebadi
S. Dhakad
Sanjay Vishwakarma
Chunpu Wang
Y. Jhang
Maciek Chociej
A. Crespi
Alex Thaman
Sujoy Ganguly
170
22
0
11 Jul 2022
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Ashraful Islam
Bengt Lundell
H. Sawhney
Sudipta N. Sinha
Peter Morales
Richard J. Radke
SSL
192
11
0
10 Jul 2022
A Mask Attention Interaction and Scale Enhancement Network for SAR Ship Instance Segmentation
IEEE Geoscience and Remote Sensing Letters (GRSL), 2022
Tianwen Zhang
Xiaoling Zhang
112
70
0
08 Jul 2022
Comparative Analysis of State-of-the-Art Deep Learning Models for Detecting COVID-19 Lung Infection from Chest X-Ray Images
Zeba Ghaffar
Pir Masoom Shah
Hikmat Khan
Syed Farhan Alam Zaidi
Abdullah Gani
I. Khan
M. A. Shah
S. M. Fakhrul Islam
167
7
0
01 Jul 2022
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
John Nguyen
Jianyu Wang
Kshitiz Malik
Maziar Sanjabi
Michael G. Rabbat
FedML
AI4CE
193
21
0
30 Jun 2022
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network
Conference on Machine Learning and Systems (MLSys), 2022
Vitaliy Chiley
Vithursan Thangarasa
Abhay Gupta
Anshul Samar
Joel Hestness
D. DeCoste
193
13
0
28 Jun 2022
On the Generalizability and Predictability of Recommender Systems
Neural Information Processing Systems (NeurIPS), 2022
Duncan C. McElfresh
Sujay Khandagale
Jonathan Valverde
John P. Dickerson
Colin White
191
11
0
23 Jun 2022
On the Importance and Applicability of Pre-Training for Federated Learning
International Conference on Learning Representations (ICLR), 2022
Hong-You Chen
Cheng-Hao Tu
Zi-hua Li
Hang Shen
Wei-Lun Chao
FedML
342
103
0
23 Jun 2022
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather Conditions
Neural Information Processing Systems (NeurIPS), 2022
Dong-Hee Paek
Seung-Hyun Kong
Kevin Tirta Wijaya
530
167
0
16 Jun 2022
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training
International Conference on Machine Learning (ICML), 2022
Tianlong Chen
Zhenyu Zhang
Sijia Liu
Yang Zhang
Shiyu Chang
Zinan Lin
AAML
139
8
0
09 Jun 2022
Towards Self-supervised and Weight-preserving Neural Architecture Search
Zhuowei Li
Yibo Gao
Zhenzhou Zha
Hu Zhiqiang
Qing Xia
Shaoting Zhang
Dimitris N. Metaxas
152
4
0
08 Jun 2022
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
Neural Information Processing Systems (NeurIPS), 2022
Yang Shu
Zhangjie Cao
Ziyang Zhang
Jianmin Wang
Mingsheng Long
237
6
0
08 Jun 2022
One Hyper-Initializer for All Network Architectures in Medical Image Analysis
Fangxin Shang
Yehui Yang
Dalu Yang
Junde Wu
Xiaorong Wang
Yanwu Xu
AI4CE
153
2
0
08 Jun 2022
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning
M. Seyfi
Amin Banitalebi-Dehkordi
Yong Zhang
SSL
138
0
0
07 Jun 2022
Extending Momentum Contrast with Cross Similarity Consistency Regularization
M. Seyfi
Amin Banitalebi-Dehkordi
Yong Zhang
SSL
121
13
0
07 Jun 2022
Informed Pre-Training on Prior Knowledge
Laura von Rueden
Sebastian Houben
K. Cvejoski
Christian Bauckhage
Nico Piatkowski
184
7
0
23 May 2022
Deep transfer learning for image classification: a survey
J. Plested
Musa Phiri
Tom Gedeon
OOD
210
47
0
20 May 2022
Vision Transformer Adapter for Dense Predictions
International Conference on Learning Representations (ICLR), 2022
Zhe Chen
Yuchen Duan
Wenhai Wang
Junjun He
Tong Lu
Jifeng Dai
Yu Qiao
892
755
0
17 May 2022
Revisiting Pretraining for Semi-Supervised Learning in the Low-Label Regime
Neurocomputing (Neurocomputing), 2022
Xun Xu
Jingyi Liao
Lile Cai
M. Nguyen
Kangkang Lu
Wanyue Zhang
Yasin Yazici
Chuan-Sheng Foo
210
10
0
06 May 2022
Understanding Transfer Learning for Chest Radiograph Clinical Report Generation with Modified Transformer Architectures
Edward Vendrow
E. Schonfeld
ViT
MedIm
131
5
0
05 May 2022
In Defense of Image Pre-Training for Spatiotemporal Recognition
European Conference on Computer Vision (ECCV), 2022
Xianhang Li
Huiyu Wang
Chen Wei
Jieru Mei
Alan Yuille
Yuyin Zhou
Cihang Xie
162
1
0
03 May 2022
Vision-Language Pre-Training for Boosting Scene Text Detectors
Computer Vision and Pattern Recognition (CVPR), 2022
Sibo Song
Jianqiang Wan
Zhibo Yang
Jun Tang
Wenqing Cheng
Xiang Bai
Cong Yao
VLM
233
31
0
29 Apr 2022
Offline Visual Representation Learning for Embodied Navigation
Karmesh Yadav
Ram Ramrakhya
Arjun Majumdar
Vincent-Pierre Berges
Sachit Kuhar
Dhruv Batra
Alexei Baevski
Oleksandr Maksymets
OffRL
SSL
256
99
0
27 Apr 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
A. Ziegler
Yuki M. Asano
SSL
OCL
329
125
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27 Apr 2022
Contrastive Language-Action Pre-training for Temporal Localization
Mengmeng Xu
Erhan Gundogdu
⋆⋆ Maksim
Guohao Li
M. Donoser
Loris Bazzani
189
25
0
26 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey
Kento Nozawa
Issei Sato
AI4TS
276
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0
18 Apr 2022
HFT-ONLSTM: Hierarchical and Fine-Tuning Multi-label Text Classification
Pengfei Gao
Jingpeng Zhao
Yinglong Ma
Ahmad Tanvir
Beihong Jin
94
2
0
18 Apr 2022
Attention Mechanism based Cognition-level Scene Understanding
Xuejiao Tang
Tai Le Quy
LRM
335
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17 Apr 2022
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images
Expert systems with applications (ESWA), 2022
Jikuan Qian
Rui Li
Xin Yang
Yuhao Huang
Mingyuan Luo
...
Wenhui Hong
Ruobing Huang
China
Dong Ni
Xining
133
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14 Apr 2022
Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity
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Weiyao Wang
Matt Feiszli
Heng Wang
Jitendra Malik
Du Tran
ISeg
132
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12 Apr 2022
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2022
Chao Tao
Ji Qi
Guo Zhang
Qing Zhu
Weipeng Lu
Haifeng Li
255
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3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery
IEEE International Conference on Robotics and Automation (ICRA), 2022
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Ruofeng Wei
Jiaqi Xu
Bo Lu
C. Yee
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Pheng-Ann Heng
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159
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Exploring Cross-Domain Pretrained Model for Hyperspectral Image Classification
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Sungmin Eum
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112
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Improving Vision Transformers by Revisiting High-frequency Components
European Conference on Computer Vision (ECCV), 2022
Jiawang Bai
Liuliang Yuan
Shutao Xia
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Zhifeng Li
Wen Liu
ViT
313
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03 Apr 2022
Proper Reuse of Image Classification Features Improves Object Detection
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219
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AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification
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Shuhui Qu
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Florian Metze
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333
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Scale-Equivalent Distillation for Semi-Supervised Object Detection
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Yao Mu
Jianyu Chen
Tianqi Wang
Yizhou Yu
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293
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Dense Siamese Network for Dense Unsupervised Learning
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177
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Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport
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Xi Xiao
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Yu Rong
Yatao Bian
OT
184
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SC2 Benchmark: Supervised Compression for Split Computing
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324
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X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation
European Conference on Computer Vision (ECCV), 2022
Yinan He
Gengshi Huang
Siyu Chen
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Wang Kun
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Lu Sheng
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Yu Qiao
Jing Shao
VLM
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