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Unsupervised Visual Representation Learning by Context Prediction
v1v2v3 (latest)

Unsupervised Visual Representation Learning by Context Prediction

IEEE International Conference on Computer Vision (ICCV), 2015
19 May 2015
Carl Doersch
Abhinav Gupta
Alexei A. Efros
    DRLSSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Visual Representation Learning by Context Prediction"

50 / 1,639 papers shown
LiT: Zero-Shot Transfer with Locked-image text Tuning
LiT: Zero-Shot Transfer with Locked-image text TuningComputer Vision and Pattern Recognition (CVPR), 2021
Xiaohua Zhai
Tianlin Li
Basil Mustafa
Andreas Steiner
Daniel Keysers
Alexander Kolesnikov
Lucas Beyer
VLM
640
669
0
15 Nov 2021
iBOT: Image BERT Pre-Training with Online Tokenizer
iBOT: Image BERT Pre-Training with Online Tokenizer
Jinghao Zhou
Chen Wei
Huiyu Wang
Wei Shen
Cihang Xie
Alan Yuille
Tao Kong
483
938
0
15 Nov 2021
Masked Autoencoders Are Scalable Vision Learners
Masked Autoencoders Are Scalable Vision LearnersComputer Vision and Pattern Recognition (CVPR), 2021
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViTTPM
2.5K
10,096
0
11 Nov 2021
Unsupervised Part Discovery from Contrastive Reconstruction
Unsupervised Part Discovery from Contrastive ReconstructionNeural Information Processing Systems (NeurIPS), 2021
Subhabrata Choudhury
Iro Laina
Christian Rupprecht
Andrea Vedaldi
OCLSSL
446
71
0
11 Nov 2021
Self-Supervised Multi-Object Tracking with Cross-Input Consistency
Self-Supervised Multi-Object Tracking with Cross-Input ConsistencyNeural Information Processing Systems (NeurIPS), 2021
Favyen Bastani
Songtao He
Sam Madden
SSLVOT
126
35
0
10 Nov 2021
FILIP: Fine-grained Interactive Language-Image Pre-Training
FILIP: Fine-grained Interactive Language-Image Pre-TrainingInternational Conference on Learning Representations (ICLR), 2021
Lewei Yao
Runhu Huang
Lu Hou
Guansong Lu
Minzhe Niu
Hang Xu
Xiaodan Liang
Zhenguo Li
Xin Jiang
Chunjing Xu
VLMCLIP
336
764
0
09 Nov 2021
MixSiam: A Mixture-based Approach to Self-supervised Representation
  Learning
MixSiam: A Mixture-based Approach to Self-supervised Representation Learning
Xiaoyang Guo
Tianhao Zhao
Yutian Lin
Bo Du
SSL
124
6
0
04 Nov 2021
Recent Advancements in Self-Supervised Paradigms for Visual Feature
  Representation
Recent Advancements in Self-Supervised Paradigms for Visual Feature Representation
Mrinal Anand
Aditya Garg
SSL
125
2
0
03 Nov 2021
Self-Supervised Radio-Visual Representation Learning for 6G Sensing
Self-Supervised Radio-Visual Representation Learning for 6G Sensing
Mohammed Alloulah
Akash Deep Singh
Maximilian Arnold
SSL
166
10
0
01 Nov 2021
Residual Relaxation for Multi-view Representation Learning
Residual Relaxation for Multi-view Representation LearningNeural Information Processing Systems (NeurIPS), 2021
Yifei Wang
Zhengyang Geng
Feng Jiang
Chuming Li
Yisen Wang
Jiansheng Yang
Zhouchen Lin
120
41
0
28 Oct 2021
Equivariant Contrastive Learning
Equivariant Contrastive Learning
Rumen Dangovski
Li Jing
Charlotte Loh
Seung-Jun Han
Akash Srivastava
Brian Cheung
Pulkit Agrawal
Marin Soljacic
277
87
0
28 Oct 2021
Self-Supervised Learning Disentangled Group Representation as Feature
Self-Supervised Learning Disentangled Group Representation as FeatureNeural Information Processing Systems (NeurIPS), 2021
Tan Wang
Zhongqi Yue
Jianqiang Huang
Qianru Sun
Hanwang Zhang
OOD
227
72
0
28 Oct 2021
Intermediate Layers Matter in Momentum Contrastive Self Supervised
  Learning
Intermediate Layers Matter in Momentum Contrastive Self Supervised LearningNeural Information Processing Systems (NeurIPS), 2021
Aakash Kaku
Sahana Upadhya
N. Razavian
SSL
151
33
0
27 Oct 2021
A Survey of Self-Supervised and Few-Shot Object Detection
A Survey of Self-Supervised and Few-Shot Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Gabriel Huang
I. Laradji
David Vazquez
Damien Scieur
Pau Rodríguez López
ObjD
283
104
0
27 Oct 2021
GenURL: A General Framework for Unsupervised Representation Learning
GenURL: A General Framework for Unsupervised Representation Learning
Siyuan Li
Zicheng Liu
Z. Zang
Di Wu
Zhiyuan Chen
Stan Z. Li
OOD3DGSOffRL
287
12
0
27 Oct 2021
Understanding the Role of Self-Supervised Learning in
  Out-of-Distribution Detection Task
Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task
Jiuhai Chen
Chen Zhu
Bin Dai
OODD
198
3
0
26 Oct 2021
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic
  Segmentation
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Yunxin Li
Ahmet Sencan
Yunxin Ding
Nazli Ikizler-Cinbis
Hao Fei
VLMSSL
212
17
0
23 Oct 2021
Simple Dialogue System with AUDITED
Simple Dialogue System with AUDITEDBritish Machine Vision Conference (BMVC), 2021
Eugenio Clerico
Piotr Koniusz
205
2
0
22 Oct 2021
Self-Supervised Visual Representation Learning Using Lightweight
  Architectures
Self-Supervised Visual Representation Learning Using Lightweight Architectures
Prathamesh Sonawane
Sparsh Drolia
Saqib Nizam Shamsi
Bhargav Jain
SSL
117
1
0
21 Oct 2021
Unsupervised Finetuning
Unsupervised Finetuning
Suichan Li
Dongdong Chen
Yinpeng Chen
Lu Yuan
Lei Zhang
Qi Chu
B. Liu
Nenghai Yu
165
9
0
18 Oct 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay
Continual Learning on Noisy Data Streams via Self-Purified Replay
C. Kim
Jinseo Jeong
Sang-chul Moon
Gunhee Kim
CLL
273
50
0
14 Oct 2021
Self-Supervised Learning by Estimating Twin Class Distributions
Self-Supervised Learning by Estimating Twin Class Distributions
Feng Wang
Tao Kong
Rufeng Zhang
Huaping Liu
Hang Li
SSL
255
25
0
14 Oct 2021
The Impact of Spatiotemporal Augmentations on Self-Supervised
  Audiovisual Representation Learning
The Impact of Spatiotemporal Augmentations on Self-Supervised Audiovisual Representation Learning
Haider Al-Tahan
Y. Mohsenzadeh
SSLAI4TS
149
0
0
13 Oct 2021
Decoupled Contrastive Learning
Decoupled Contrastive Learning
Chun-Hsiao Yeh
Cheng-Yao Hong
Yen-Chi Hsu
Tyng-Luh Liu
Yubei Chen
Yann LeCun
630
227
0
13 Oct 2021
Self-supervised Learning is More Robust to Dataset Imbalance
Self-supervised Learning is More Robust to Dataset ImbalanceInternational Conference on Learning Representations (ICLR), 2021
Hong Liu
Jeff Z. HaoChen
Adrien Gaidon
Tengyu Ma
OODSSL
217
184
0
11 Oct 2021
Digging Into Self-Supervised Learning of Feature Descriptors
Digging Into Self-Supervised Learning of Feature DescriptorsInternational Conference on 3D Vision (3DV), 2021
Iaroslav Melekhov
Zakaria Laskar
Xiaotian Li
Shuzhe Wang
Arno Solin
SSL
259
9
0
10 Oct 2021
Weakly Supervised Contrastive Learning
Weakly Supervised Contrastive LearningIEEE International Conference on Computer Vision (ICCV), 2021
Mingkai Zheng
Haiwei Yang
Shan You
Chao Qian
Changshui Zhang
Xiaogang Wang
Chang Xu
SSL
168
145
0
10 Oct 2021
Vector-quantized Image Modeling with Improved VQGAN
Vector-quantized Image Modeling with Improved VQGANInternational Conference on Learning Representations (ICLR), 2021
Jiahui Yu
Xin Li
Jing Yu Koh
Han Zhang
Ruoming Pang
James Qin
Alexander Ku
Yuanzhong Xu
Jason Baldridge
Yonghui Wu
ViTVLMDRL
491
682
0
09 Oct 2021
A Feature Consistency Driven Attention Erasing Network for Fine-Grained
  Image Retrieval
A Feature Consistency Driven Attention Erasing Network for Fine-Grained Image RetrievalPattern Recognition (Pattern Recogn.), 2021
Qi Zhao
Xu Wang
Shuchang Lyu
Binghao Liu
Yifan Yang
210
22
0
09 Oct 2021
RankingMatch: Delving into Semi-Supervised Learning with Consistency
  Regularization and Ranking Loss
RankingMatch: Delving into Semi-Supervised Learning with Consistency Regularization and Ranking Loss
Trung Q. Tran
Mingu Kang
Daeyoung Kim
73
3
0
09 Oct 2021
RPT: Toward Transferable Model on Heterogeneous Researcher Data via
  Pre-Training
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-TrainingIEEE Transactions on Big Data (TBD), 2021
Ziyue Qiao
Yanjie Fu
Pengyang Wang
Meng Xiao
Zhiyuan Ning
Denghui Zhang
Yi Du
Yuanchun Zhou
189
15
0
08 Oct 2021
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual
  Information Maximization
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization
Robert Harb
Patrick Knobelreiter
SSL
187
25
0
07 Oct 2021
Improving Fractal Pre-training
Improving Fractal Pre-training
Connor Anderson
Ryan Farrell
273
31
0
06 Oct 2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher
  Framework
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework
Tengteng Huang
Yifan Sun
Xun Wang
Haotian Yao
Fangqiu Yi
71
5
0
04 Oct 2021
Implicit and Explicit Attention for Zero-Shot Learning
Implicit and Explicit Attention for Zero-Shot Learning
Faisal Alamri
Anjan Dutta
202
9
0
02 Oct 2021
Consistent Explanations by Contrastive Learning
Consistent Explanations by Contrastive Learning
Vipin Pillai
Soroush Abbasi Koohpayegani
Ashley Ouligian
Dennis Fong
Hamed Pirsiavash
FAtt
210
22
0
01 Oct 2021
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned
  Meta-Adaptation
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation
Jay Patravali
Gaurav Mittal
Ye Yu
Fuxin Li
Mei Chen
239
23
0
30 Sep 2021
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and
  Localization
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization
Hannah M. Schlüter
Jeremy Tan
Benjamin Hou
Bernhard Kainz
404
190
0
30 Sep 2021
Hybrid Dynamic Contrast and Probability Distillation for Unsupervised
  Person Re-Id
Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id
De Cheng
Jingyu Zhou
N. Wang
Xinbo Gao
231
88
0
29 Sep 2021
Contrastive Video-Language Segmentation
Contrastive Video-Language Segmentation
Chen Liang
Yawei Luo
Yu Wu
Yi Yang
VLMVOS
226
1
0
29 Sep 2021
Compressive Visual Representations
Compressive Visual RepresentationsNeural Information Processing Systems (NeurIPS), 2021
Kuang-Huei Lee
Anurag Arnab
S. Guadarrama
John F. Canny
Ian S. Fischer
SSL
309
52
0
27 Sep 2021
Multi-source Few-shot Domain Adaptation
Multi-source Few-shot Domain Adaptation
Xiangyu Yue
Zangwei Zheng
Colorado Reed
Hari Prasanna Das
Kurt Keutzer
Alberto L. Sangiovanni-Vincentelli
274
17
0
25 Sep 2021
Multi-view Contrastive Self-Supervised Learning of Accounting Data
  Representations for Downstream Audit Tasks
Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit TasksInternational Conference on AI in Finance (ICAF), 2021
Marco Schreyer
Timur Sattarov
Damian Borth
MLAU
175
17
0
23 Sep 2021
Learning Contrastive Representation for Semantic Correspondence
Learning Contrastive Representation for Semantic CorrespondenceInternational Journal of Computer Vision (IJCV), 2021
Taihong Xiao
Sifei Liu
Shalini De Mello
Zhiding Yu
Jan Kautz
Ming-Hsuan Yang
SSL
317
16
0
22 Sep 2021
A Study of the Generalizability of Self-Supervised Representations
A Study of the Generalizability of Self-Supervised Representations
Atharva Tendle
Mohammad Rashedul Hasan
278
32
0
19 Sep 2021
Self-supervised learning methods and applications in medical imaging
  analysis: A survey
Self-supervised learning methods and applications in medical imaging analysis: A survey
Saeed Shurrab
R. Duwairi
OOD
348
234
0
17 Sep 2021
Self-Supervised Neural Architecture Search for Imbalanced Datasets
Self-Supervised Neural Architecture Search for Imbalanced Datasets
A. Timofeev
Grigorios G. Chrysos
Volkan Cevher
OOD
139
5
0
17 Sep 2021
Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck
Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck
Liyi Luo
Beiwen Tian
Hao Zhao
Guyue Zhou
3DPC
168
10
0
17 Sep 2021
Deep Bregman Divergence for Contrastive Learning of Visual
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Deep Bregman Divergence for Contrastive Learning of Visual Representations
Mina Rezaei
Farzin Soleymani
J. Herbinger
Shekoofeh Azizi
SSL
183
18
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Physics Driven Domain Specific Transporter Framework with Attention
  Mechanism for Ultrasound Imaging
Physics Driven Domain Specific Transporter Framework with Attention Mechanism for Ultrasound Imaging
Arpan Tripathi
A. Rakkunedeth
Mahesh Raveendranatha Panicker
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Jessica Knight
Jacob L. Jaremko
Yale Tung Chen
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OODMedIm
183
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13 Sep 2021
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