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1505.05192
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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
DRL
SSL
Re-assign community
ArXiv (abs)
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Papers citing
"Unsupervised Visual Representation Learning by Context Prediction"
50 / 1,640 papers shown
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
Neural Information Processing Systems (NeurIPS), 2021
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Yash Sharma
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Bernhard Schölkopf
M. Besserve
Francesco Locatello
418
356
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08 Jun 2021
Data-Efficient Instance Generation from Instance Discrimination
Neural Information Processing Systems (NeurIPS), 2021
Ceyuan Yang
Yujun Shen
Yinghao Xu
Bolei Zhou
198
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08 Jun 2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Amir Bar
Xin Wang
Vadim Kantorov
Colorado Reed
Roei Herzig
Gal Chechik
Anna Rohrbach
Trevor Darrell
Amir Globerson
ViT
472
133
0
08 Jun 2021
Interpretable agent communication from scratch (with a generic visual processor emerging on the side)
Neural Information Processing Systems (NeurIPS), 2021
Roberto Dessì
Eugene Kharitonov
Marco Baroni
209
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08 Jun 2021
Efficient Training of Visual Transformers with Small Datasets
Neural Information Processing Systems (NeurIPS), 2021
Yahui Liu
E. Sangineto
Wei Bi
Andrii Zadaianchuk
Bruno Lepri
Marco De Nadai
ViT
194
215
0
07 Jun 2021
Incremental False Negative Detection for Contrastive Learning
International Conference on Learning Representations (ICLR), 2021
Tsai-Shien Chen
Wei-Chih Hung
Hung-Yu Tseng
Shao-Yi Chien
Ming-Hsuan Yang
SSL
CLL
373
74
0
07 Jun 2021
Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection
Computer Vision and Image Understanding (CVIU), 2021
Francesco Cappio Borlino
S. Polizzotto
Barbara Caputo
Tatiana Tommasi
ObjD
220
8
0
07 Jun 2021
Understand and Improve Contrastive Learning Methods for Visual Representation: A Review
Ran Liu
SSL
139
12
0
06 Jun 2021
Large-scale Unsupervised Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Shangqi Gao
Zhong-Yu Li
Ming-Hsuan Yang
Mingg-Ming Cheng
Junwei Han
Juil Sock
UQCV
375
118
0
06 Jun 2021
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks
Computer Vision and Pattern Recognition (CVPR), 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
Ling Shao
CML
438
146
0
05 Jun 2021
Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment
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Dayan Guan
Aoran Xiao
Shijian Lu
197
6
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05 Jun 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning
Neural Information Processing Systems (NeurIPS), 2021
Fangyun Wei
Yue Gao
Zhirong Wu
Han Hu
Stephen Lin
ObjD
250
164
0
04 Jun 2021
TVDIM: Enhancing Image Self-Supervised Pretraining via Noisy Text Data
Pengda Qin
Yuhong Li
Kefeng Deng
Qiang Wu
126
1
0
03 Jun 2021
Bootstrap Your Own Correspondences
IEEE International Conference on Computer Vision (ICCV), 2021
Mohamed El Banani
Justin Johnson
3DPC
SSL
169
43
0
01 Jun 2021
Exploring the Diversity and Invariance in Yourself for Visual Pre-Training Task
Pattern Recognition (Pattern Recogn.), 2021
Longhui Wei
Lingxi Xie
Wen-gang Zhou
Houqiang Li
Qi Tian
SSL
241
4
0
01 Jun 2021
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data Annotations
Dmitrii Shubin
Danny Eytan
Sebastian D. Goodfellow
228
3
0
28 May 2021
What Is Considered Complete for Visual Recognition?
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Xiaopeng Zhang
Longhui Wei
Jianlong Chang
Qi Tian
VLM
237
4
0
28 May 2021
Recent advances and clinical applications of deep learning in medical image analysis
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Ximing Wang
Kecheng Zhang
K. Fung
T. Thai
K. Moore
Robert S. Mannel
Hong Liu
B. Zheng
Y. Qiu
OOD
439
809
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27 May 2021
Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Wentao Chen
Chenyang Si
Wei Wang
Liang Wang
Zilei Wang
Tieniu Tan
SSL
135
11
0
25 May 2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Jinyu Yang
Chunyuan Li
Weizhi An
Hehuan Ma
Yuzhi Guo
Yu Rong
P. Zhao
Junzhou Huang
AAML
197
33
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23 May 2021
Backdoor Attacks on Self-Supervised Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Aniruddha Saha
Ajinkya Tejankar
Soroush Abbasi Koohpayegani
Hamed Pirsiavash
SSL
AAML
246
125
0
21 May 2021
IDEAL: Independent Domain Embedding Augmentation Learning
Zhiyuan Chen
Guang Yao
Wennan Ma
Lin Xu
OOD
253
1
0
21 May 2021
Self-Supervised Learning for Fine-Grained Visual Categorization
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H. Rasheed
D. Gaddam
164
2
0
18 May 2021
Divide and Contrast: Self-supervised Learning from Uncurated Data
IEEE International Conference on Computer Vision (ICCV), 2021
Yonglong Tian
Olivier J. Hénaff
Aaron van den Oord
SSL
334
110
0
17 May 2021
Mean Shift for Self-Supervised Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Soroush Abbasi Koohpayegani
Ajinkya Tejankar
Hamed Pirsiavash
SSL
265
99
0
15 May 2021
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Chenyu You
Ruihan Zhao
Lawrence H. Staib
James S. Duncan
SSL
321
129
0
14 May 2021
Evaluating the Robustness of Self-Supervised Learning in Medical Imaging
Fernando Navarro
Christopher Watanabe
Antonio Terpin
Anjany Sekuboyina
J. Peeken
Stephanie E. Combs
Bjoern Menze
OOD
146
23
0
14 May 2021
Towards Sensor Data Abstraction of Autonomous Vehicle Perception Systems
H. Reichert
Lukas F. Lang
Kevin Rösch
Daniel Bogdoll
Konrad Doll
Bernhard Sick
H. Reuss
Christoph Stiller
J. Marius Zöllner
277
4
0
14 May 2021
Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency
IEEE International Conference on Computer Vision (ICCV), 2021
Haiping Wu
Xiaolong Wang
SSL
160
32
0
13 May 2021
When Does Contrastive Visual Representation Learning Work?
Computer Vision and Pattern Recognition (CVPR), 2021
Elijah Cole
Xuan S. Yang
Kimberly Wilber
Oisin Mac Aodha
Serge Belongie
SSL
399
137
0
12 May 2021
PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning
International Conference on 3D Vision (3DV), 2021
Yang Xiao
Yuming Du
Renaud Marlet
SSL
237
26
0
12 May 2021
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
International Conference on Learning Representations (ICLR), 2021
Adrien Bardes
Jean Ponce
Yann LeCun
SSL
DML
634
1,111
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11 May 2021
Spoken Moments: Learning Joint Audio-Visual Representations from Video Descriptions
Computer Vision and Pattern Recognition (CVPR), 2021
Mathew Monfort
SouYoung Jin
Alexander H. Liu
David Harwath
Rogerio Feris
James Glass
Aude Oliva
181
68
0
10 May 2021
Exploring Instance Relations for Unsupervised Feature Embedding
Yifei Zhang
Can Ma
Weiping Wang
137
6
0
07 May 2021
Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Dan Xu
Andrea Vedaldi
Joao F. Henriques
179
16
0
05 May 2021
Self-Improving Semantic Perception for Indoor Localisation
Conference on Robot Learning (CoRL), 2021
Hermann Blum
Francesco Milano
René Zurbrugg
Roland Siegward
Cesar Cadena
Abel Gawel
244
9
0
04 May 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Christoph Feichtenhofer
Haoqi Fan
Bo Xiong
Ross B. Girshick
Kaiming He
SSL
AI4TS
321
286
0
29 Apr 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations
IEEE International Conference on Computer Vision (ICCV), 2021
Debidatta Dwibedi
Y. Aytar
Jonathan Tompson
P. Sermanet
Andrew Zisserman
SSL
632
520
0
29 Apr 2021
Shot Contrastive Self-Supervised Learning for Scene Boundary Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Shixing Chen
Xiaohan Nie
David D. Fan
Dongqing Zhang
Vimal Bhat
Raffay Hamid
SSL
229
69
0
28 Apr 2021
Self-supervised Spatial Reasoning on Multi-View Line Drawings
Computer Vision and Pattern Recognition (CVPR), 2021
Siyuan Xiang
Anbang Yang
Yanfei Xue
Yaoqing Yang
Chen Feng
SSL
3DPC
287
2
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27 Apr 2021
Multimodal Contrastive Training for Visual Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Xin Yuan
Zhe Lin
Jason Kuen
Jianming Zhang
Yilin Wang
Michael Maire
Ajinkya Kale
Baldo Faieta
SSL
252
192
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26 Apr 2021
Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets
Computer Vision and Pattern Recognition (CVPR), 2021
Yuan-Hong Liao
Amlan Kar
Sanja Fidler
VLM
218
33
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26 Apr 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data
IEEE International Conference on Computer Vision (ICCV), 2021
Xu Jia
Kai Han
Yukun Zhu
Bradley Green
390
73
0
26 Apr 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
Neural Information Processing Systems (NeurIPS), 2021
Hassan Akbari
Liangzhe Yuan
Rui Qian
Wei-Hong Chuang
Shih-Fu Chang
Huayu Chen
Boqing Gong
ViT
742
681
0
22 Apr 2021
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data
Siladittya Manna
Saumik Bhattacharya
Umapada Pal
SSL
159
0
0
21 Apr 2021
Fine-grained Anomaly Detection via Multi-task Self-Supervision
Advanced Video and Signal Based Surveillance (AVSS), 2021
Loic Jezequel
Ngoc-Son Vu
Jean Beaudet
A. Histace
290
7
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20 Apr 2021
Distill on the Go: Online knowledge distillation in self-supervised learning
Prashant Shivaram Bhat
Elahe Arani
Bahram Zonooz
SSL
234
34
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20 Apr 2021
What is Wrong with One-Class Anomaly Detection?
Junekyu Park
Jeong-Hyeon Moon
Namhyuk Ahn
Kyung-ah Sohn
195
8
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20 Apr 2021
DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning
Yuting Gao
Jia-Xin Zhuang
Xiaowei Guo
Hao Cheng
Xing Sun
Ke Li
Feiyue Huang
406
44
0
19 Apr 2021
Solving Inefficiency of Self-supervised Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Guangrun Wang
Keze Wang
Guangcong Wang
Juil Sock
Liang Lin
SSL
354
62
0
18 Apr 2021
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