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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
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Papers citing
"Unsupervised Visual Representation Learning by Context Prediction"
50 / 1,639 papers shown
Unsupervised Learning of Semantic Audio Representations
A. Jansen
Manoj Plakal
R. Pandya
D. Ellis
Shawn Hershey
Jiayang Liu
R. C. Moore
Rif A. Saurous
SSL
177
135
0
06 Nov 2017
Generic 3D Representation via Pose Estimation and Matching
European Conference on Computer Vision (ECCV), 2016
Amir Zamir
T. Wekel
Pulkit Agrawal
Colin Wei
Jitendra Malik
Silvio Savarese
3DV
306
95
0
23 Oct 2017
Scene Parsing with Global Context Embedding
Wei-Chih Hung
Yi-Hsuan Tsai
Xiaohui Shen
Zhe Lin
Kalyan Sunkavalli
Xin Lu
Ming-Hsuan Yang
287
56
0
17 Oct 2017
Unsupervised feature learning with discriminative encoder
Gaurav Pandey
Ambedkar Dukkipati
SSL
92
6
0
03 Sep 2017
ShapeCodes: Self-Supervised Feature Learning by Lifting Views to Viewgrids
Dinesh Jayaraman
Ruohan Gao
Kristen Grauman
SSL
285
5
0
01 Sep 2017
Multi-task Self-Supervised Visual Learning
Carl Doersch
Andrew Zisserman
SSL
251
658
0
25 Aug 2017
Representation Learning by Learning to Count
M. Noroozi
Hamed Pirsiavash
Paolo Favaro
SSL
209
378
0
22 Aug 2017
Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning
Gustav Larsson
SSL
VLM
135
6
0
19 Aug 2017
Mining Deep And-Or Object Structures via Cost-Sensitive Question-Answer-Based Active Annotations
Quanshi Zhang
Ying Nian Wu
Hao Zhang
Song-Chun Zhu
244
5
0
13 Aug 2017
Transitive Invariance for Self-supervised Visual Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2017
Xinyu Wang
Kaiming He
Abhinav Gupta
OOD
SSL
330
181
0
09 Aug 2017
WebVision Database: Visual Learning and Understanding from Web Data
Wen Li
Limin Wang
Wei Li
E. Agustsson
Luc Van Gool
VLM
307
483
0
09 Aug 2017
Self-supervised Learning of Pose Embeddings from Spatiotemporal Relations in Videos
IEEE International Conference on Computer Vision (ICCV), 2017
Ömer Sümer
Tobias Dencker
Bjorn Ommer
3DH
SSL
134
28
0
07 Aug 2017
Unsupervised Representation Learning by Sorting Sequences
Hsin-Ying Lee
Jia-Bin Huang
Maneesh Kumar Singh
Ming-Hsuan Yang
SSL
DRL
334
562
0
03 Aug 2017
Unsupervised Video Understanding by Reconciliation of Posture Similarities
Timo Milbich
Miguel Angel Bautista
E. Sutter
Bjorn Ommer
SSL
137
21
0
03 Aug 2017
Self-Supervised Learning for Spinal MRIs
A. Jamaludin
T. Kadir
Andrew Zisserman
SSL
141
80
0
01 Aug 2017
Localizing Actions from Video Labels and Pseudo-Annotations
Pascal Mettes
Cees G. M. Snoek
Shih-Fu Chang
130
34
0
28 Jul 2017
Semantic Segmentation with Reverse Attention
Qin Huang
Chunyang Xia
Chi-Hao Wu
Siyang Li
Yeon-Chang Wang
Yuhang Song
C.-C. Jay Kuo
SSeg
227
76
0
20 Jul 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Chen Sun
Abhinav Shrivastava
Saurabh Singh
Abhinav Gupta
VLM
439
2,609
0
10 Jul 2017
Unsupervised learning of object frames by dense equivariant image labelling
Neural Information Processing Systems (NeurIPS), 2017
James Thewlis
Hakan Bilen
Andrea Vedaldi
OCL
219
26
0
09 Jun 2017
Learning by Association - A versatile semi-supervised training method for neural networks
Computer Vision and Pattern Recognition (CVPR), 2017
Philip Häusser
A. Mordvintsev
Zorah Lähner
BDL
128
122
0
03 Jun 2017
Unsupervised Learning of Disentangled Representations from Video
Neural Information Processing Systems (NeurIPS), 2017
Emily L. Denton
Vighnesh Birodkar
DRL
CoGe
OOD
242
570
0
31 May 2017
Self-supervised learning of visual features through embedding images into text topic spaces
L. G. I. Bigorda
Yash J. Patel
Marçal Rusiñol
Dimosthenis Karatzas
C. V. Jawahar
SSL
199
129
0
24 May 2017
Look, Listen and Learn
Relja Arandjelović
Andrew Zisserman
SSL
371
982
0
23 May 2017
WebVision Challenge: Visual Learning and Understanding With Web Data
Wen Li
Limin Wang
Wei Li
E. Agustsson
Jesse Berent
Abhinav Gupta
Rahul Sukthankar
Luc Van Gool
VLM
110
21
0
16 May 2017
Curiosity-driven Exploration by Self-supervised Prediction
Deepak Pathak
Pulkit Agrawal
Alexei A. Efros
Trevor Darrell
LRM
SSL
552
2,723
0
15 May 2017
Unsupervised learning of object landmarks by factorized spatial embeddings
James Thewlis
Hakan Bilen
Andrea Vedaldi
OCL
SSL
244
171
0
05 May 2017
Time-Contrastive Networks: Self-Supervised Learning from Video
P. Sermanet
Corey Lynch
Yevgen Chebotar
Jasmine Hsu
Eric Jang
S. Schaal
Sergey Levine
SSL
432
896
0
23 Apr 2017
Network Dissection: Quantifying Interpretability of Deep Visual Representations
David Bau
Bolei Zhou
A. Khosla
A. Oliva
Antonio Torralba
MILM
FAtt
532
1,670
1
19 Apr 2017
Unsupervised Learning by Predicting Noise
Piotr Bojanowski
Armand Joulin
OOD
SSL
169
299
0
18 Apr 2017
Learning to Estimate Pose by Watching Videos
Prabuddha Chakraborty
Vinay P. Namboodiri
SSL
3DH
135
3
0
13 Apr 2017
Weakly-Supervised Spatial Context Networks
Zuxuan Wu
L. Davis
Leonid Sigal
SSL
3DPC
140
1
0
10 Apr 2017
DeepPermNet: Visual Permutation Learning
Rodrigo Santa Cruz
Basura Fernando
A. Cherian
Stephen Gould
SSL
152
108
0
10 Apr 2017
Deep Unsupervised Similarity Learning using Partially Ordered Sets
Miguel Angel Bautista
A. Sanakoyeu
Bjorn Ommer
DRL
SSL
200
28
0
07 Apr 2017
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images
L. Hou
Vu Nguyen
Dimitris Samaras
Tahsin M. Kurc
Yi Gao
Tianhao Zhao
Joel H. Saltz
MedIm
267
150
0
03 Apr 2017
Transfer of View-manifold Learning to Similarity Perception of Novel Objects
Xingyu Lin
Hao Wang
Zhihao Li
Yimeng Zhang
Alan Yuille
T. Lee
165
13
0
31 Mar 2017
Unsupervised Holistic Image Generation from Key Local Patches
Donghoon Lee
Sangdoo Yun
Sungjoon Choi
Hwiyeon Yoo
Ming-Hsuan Yang
Songhwai Oh
GAN
165
12
0
31 Mar 2017
Cognitive Inference of Demographic Data by User Ratings
Jinliang Xu
Shangguang Wang
Fangchun Yang
Rong N. Chang
66
1
0
13 Mar 2017
Colorization as a Proxy Task for Visual Understanding
Gustav Larsson
Michael Maire
Gregory Shakhnarovich
SSL
545
513
0
11 Mar 2017
PixelNet: Representation of the pixels, by the pixels, and for the pixels
Aayush Bansal
Xinlei Chen
Bryan C. Russell
Abhinav Gupta
Deva Ramanan
SSeg
182
122
0
21 Feb 2017
Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis
S. Bodenstedt
M. Wagner
Darko Katic
P. Mietkowski
Benjamin F. B. Mayer
H. Kenngott
Beat Müller-Stich
Rüdiger Dillmann
Stefanie Speidel
112
39
0
13 Feb 2017
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks
Neural Information Processing Systems (NeurIPS), 2017
Mateusz Koziñski
Loïc Simon
F. Jurie
GAN
136
18
0
08 Feb 2017
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2017
Xiaosong Wang
Le Lu
Hoo-Chang Shin
Lauren Kim
M. Bagheri
Isabella Nogues
Jianhua Yao
Ronald M. Summers
220
41
0
23 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos
Computer Vision and Pattern Recognition (CVPR), 2017
Zelun Luo
Boya Peng
De-An Huang
Alexandre Alahi
Li Fei-Fei
SSL
336
196
0
07 Jan 2017
Learning From Noisy Large-Scale Datasets With Minimal Supervision
Computer Vision and Pattern Recognition (CVPR), 2017
Andreas Veit
N. Alldrin
Gal Chechik
Ivan Krasin
Abhinav Gupta
Serge J. Belongie
548
501
0
06 Jan 2017
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
IEEE Geoscience and Remote Sensing Letters (GRSL), 2016
Daoyu Lin
Kun Fu
Yang Wang
Guangluan Xu
Xian Sun
GAN
168
183
0
28 Dec 2016
Loss is its own Reward: Self-Supervision for Reinforcement Learning
International Conference on Learning Representations (ICLR), 2016
Evan Shelhamer
Parsa Mahmoudieh
Max Argus
Trevor Darrell
SSL
184
192
0
21 Dec 2016
Learning Features by Watching Objects Move
Computer Vision and Pattern Recognition (CVPR), 2016
Deepak Pathak
Ross B. Girshick
Piotr Dollár
Trevor Darrell
Bharath Hariharan
SSL
VOS
OCL
297
533
0
19 Dec 2016
Deep Image Category Discovery using a Transferred Similarity Function
Yen-Chang Hsu
Zhaoyang Lv
Z. Kira
157
15
0
05 Dec 2016
Action Recognition with Dynamic Image Networks
Hakan Bilen
Basura Fernando
Efstratios Gavves
Andrea Vedaldi
FAtt
243
239
0
02 Dec 2016
Identifying and Categorizing Anomalies in Retinal Imaging Data
Philipp Seeböck
S. Waldstein
S. Klimscha
Bianca S. Gerendas
R. Donner
T. Schlegl
U. Schmidt-Erfurth
Georg Langs
MedIm
163
58
0
02 Dec 2016
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