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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
Clustering with Jointly Learned Nonlinear Transforms Over Discriminating
  Min-Max Similarity/Dissimilarity Assignment
Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment
Dimche Kostadinov
Behrooz Razeghi
T. Holotyak
Svyatoslav Voloshynovskiy
69
0
0
30 Jan 2019
DistInit: Learning Video Representations Without a Single Labeled Video
DistInit: Learning Video Representations Without a Single Labeled Video
Rohit Girdhar
Du Tran
Lorenzo Torresani
Deva Ramanan
198
58
0
26 Jan 2019
Revisiting Self-Supervised Visual Representation Learning
Revisiting Self-Supervised Visual Representation Learning
Alexander Kolesnikov
Xiaohua Zhai
Lucas Beyer
SSL
462
747
0
25 Jan 2019
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space
Jonathan Sauder
Bjarne Sievers
3DPC
189
19
0
24 Jan 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards
  Centroids Construction
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction
Nairouz Mrabah
N. Khan
Riadh Ksantini
Z. Lachiri
319
69
0
23 Jan 2019
MONet: Unsupervised Scene Decomposition and Representation
MONet: Unsupervised Scene Decomposition and Representation
Christopher P. Burgess
Loic Matthey
Nicholas Watters
Rishabh Kabra
I. Higgins
M. Botvinick
Alexander Lerchner
OCL
389
570
0
22 Jan 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding
  Transformations rather than Data
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data
Liheng Zhang
Guo-Jun Qi
Liqiang Wang
Jiebo Luo
203
214
0
14 Jan 2019
PointWise: An Unsupervised Point-wise Feature Learning Network
PointWise: An Unsupervised Point-wise Feature Learning Network
Matan Shoef
Sharon Fogel
Daniel Cohen-Or
3DPC
128
10
0
14 Jan 2019
Flow Based Self-supervised Pixel Embedding for Image Segmentation
Flow Based Self-supervised Pixel Embedding for Image Segmentation
B. Ma
Shubao Liu
Yin-Cong Zhi
Qi Song
SSLMDE
176
1
0
02 Jan 2019
Mid-Level Visual Representations Improve Generalization and Sample
  Efficiency for Learning Visuomotor Policies
Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies
Alexander Sax
Bradley Emi
Amir Zamir
Leonidas Guibas
Silvio Savarese
Jitendra Malik
SSL
203
16
0
31 Dec 2018
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Yinan Han
Zhirong Wu
Han Hu
Stephen Lin
153
66
0
20 Dec 2018
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using
  Meta-Learning
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning
Mitchell Wortsman
Kiana Ehsani
Mohammad Rastegari
Ali Farhadi
Roozbeh Mottaghi
SSL
379
247
0
03 Dec 2018
Context Encoding Chest X-rays
Context Encoding Chest X-rays
Davide Belli
Shi Hu
Ecem Sogancioglu
Bram van Ginneken
MedIm
166
3
0
03 Dec 2018
Iterative Reorganization with Weak Spatial Constraints: Solving
  Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning
Chen Wei
Lingxi Xie
Xutong Ren
Yingda Xia
Chi Su
Jiaying Liu
Qi Tian
Alan Yuille
SSL
241
141
0
02 Dec 2018
Self-Supervised Spatiotemporal Feature Learning via Video Rotation
  Prediction
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction
Longlong Jing
Xiaodong Yang
Jingen Liu
Yingli Tian
191
165
0
28 Nov 2018
Self-Supervised GANs via Auxiliary Rotation Loss
Self-Supervised GANs via Auxiliary Rotation Loss
Ting Chen
Xiaohua Zhai
Marvin Ritter
Mario Lucic
N. Houlsby
SSLGAN
253
311
0
27 Nov 2018
Self-Supervised Video Representation Learning with Space-Time Cubic
  Puzzles
Self-Supervised Video Representation Learning with Space-Time Cubic PuzzlesAAAI Conference on Artificial Intelligence (AAAI), 2018
Dahun Kim
Donghyeon Cho
In So Kweon
SSL
252
363
0
24 Nov 2018
Rethinking ImageNet Pre-training
Rethinking ImageNet Pre-trainingIEEE International Conference on Computer Vision (ICCV), 2018
Kaiming He
Ross B. Girshick
Piotr Dollár
VLMSSeg
607
1,161
0
21 Nov 2018
Unsupervised Single Image Deraining with Self-supervised Constraints
Unsupervised Single Image Deraining with Self-supervised ConstraintsInternational Conference on Information Photonics (ICIP), 2018
Xin Jin
Zhibo Chen
Jianxin Lin
Zhikai Chen
Wei Zhou
222
82
0
21 Nov 2018
Improving speech emotion recognition via Transformer-based Predictive Coding through transfer learning
Zheng Lian
Ya Li
Jianhua Tao
Jian Huang
ViT
207
18
0
11 Nov 2018
Cross and Learn: Cross-Modal Self-Supervision
Cross and Learn: Cross-Modal Self-SupervisionGerman Conference on Pattern Recognition (DAGM), 2018
Nawid Sayed
Biagio Brattoli
Bjorn Ommer
SSL
250
83
0
09 Nov 2018
Unsupervised Identification of Disease Marker Candidates in Retinal OCT
  Imaging Data
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data
Philipp Seeböck
S. Waldstein
S. Klimscha
Hrvoje Bogunović
T. Schlegl
Bianca S. Gerendas
R. Donner
U. Schmidt-Erfurth
Georg Langs
144
90
0
31 Oct 2018
Self-Supervised GAN to Counter Forgetting
Self-Supervised GAN to Counter Forgetting
Ting Chen
Xiaohua Zhai
N. Houlsby
CLLGANSSL
218
8
0
27 Oct 2018
Identification of Invariant Sensorimotor Structures as a Prerequisite
  for the Discovery of Objects
Identification of Invariant Sensorimotor Structures as a Prerequisite for the Discovery of Objects
N. L. Hir
Olivier Sigaud
Alban Laflaquière
93
6
0
11 Oct 2018
Temporal Interpolation as an Unsupervised Pretraining Task for Optical
  Flow Estimation
Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation
Jonas Wulff
Michael J. Black
SSL
120
13
0
21 Sep 2018
Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for
  Sim-to-Real Domain Adaptation
Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation
Alexandra Carlson
Katherine A. Skinner
Ram Vasudevan
Matthew Johnson-Roberson
ViT
197
30
0
17 Sep 2018
From Same Photo: Cheating on Visual Kinship Challenges
From Same Photo: Cheating on Visual Kinship Challenges
Mitchell Dawson
Andrew Zisserman
C. Nellåker
CVBM
134
25
0
17 Sep 2018
Scattering Networks for Hybrid Representation Learning
Scattering Networks for Hybrid Representation Learning
Edouard Oyallon
Sergey Zagoruyko
Gabriel Huang
N. Komodakis
Damien Scieur
Matthew Blaschko
Eugene Belilovsky
167
92
0
17 Sep 2018
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy
Boyuan Feng
Kun Wan
Shu Yang
Yufei Ding
233
5
0
07 Sep 2018
Unsupervised Learning of View-invariant Action Representations
Unsupervised Learning of View-invariant Action Representations
Junnan Li
Yongkang Wong
Qi Zhao
Mohan Kankanhalli
SSL
185
106
0
06 Sep 2018
Image Reassembly Combining Deep Learning and Shortest Path Problem
Image Reassembly Combining Deep Learning and Shortest Path Problem
Marie-Morgane Paumard
David Picard
Hedi Tabia
OCL3DV
97
28
0
04 Sep 2018
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video
  Action Recognition
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition
Unaiza Ahsan
Rishi Madhok
Irfan Essa
SSL
156
116
0
22 Aug 2018
Self-supervised learning of a facial attribute embedding from video
Self-supervised learning of a facial attribute embedding from video
Olivia Wiles
A. Sophia Koepke
Andrew Zisserman
CVBMSSL
184
139
0
21 Aug 2018
Learning deep representations by mutual information estimation and
  maximization
Learning deep representations by mutual information estimation and maximization
R. Devon Hjelm
A. Fedorov
Samuel Lavoie-Marchildon
Karan Grewal
Phil Bachman
Adam Trischler
Yoshua Bengio
SSLDRL
917
2,902
0
20 Aug 2018
Emotion Recognition in Speech using Cross-Modal Transfer in the Wild
Emotion Recognition in Speech using Cross-Modal Transfer in the Wild
Samuel Albanie
Arsha Nagrani
Andrea Vedaldi
Andrew Zisserman
CVBM
187
283
0
16 Aug 2018
Unsupervised learning of foreground object detection
Unsupervised learning of foreground object detection
Ioana Croitoru
Simion-Vlad Bogolin
Marius Leordeanu
OCL
213
52
0
14 Aug 2018
Small Sample Learning in Big Data Era
Small Sample Learning in Big Data Era
Jun Shu
Zongben Xu
Deyu Meng
344
77
0
14 Aug 2018
Incorporating Scalability in Unsupervised Spatio-Temporal Feature
  Learning
Incorporating Scalability in Unsupervised Spatio-Temporal Feature Learning
S. Paul
Sourya Roy
Amit K. Roy-Chowdhury
SSL
147
1
0
06 Aug 2018
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship
  Features
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features
Xu Yang
Hanwang Zhang
Jianfei Cai
213
74
0
01 Aug 2018
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning
U. Büchler
Biagio Brattoli
Bjorn Ommer
OODSSL
142
120
0
30 Jul 2018
Actor-Centric Relation Network
Actor-Centric Relation Network
Chen Sun
Abhinav Shrivastava
Carl Vondrick
Kevin Patrick Murphy
Rahul Sukthankar
Cordelia Schmid
287
231
0
28 Jul 2018
Invariant Information Clustering for Unsupervised Image Classification
  and Segmentation
Invariant Information Clustering for Unsupervised Image Classification and SegmentationIEEE International Conference on Computer Vision (ICCV), 2018
Xu Ji
João F. Henriques
Andrea Vedaldi
SSLVLM
476
918
0
17 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning
Cross Pixel Optical Flow Similarity for Self-Supervised Learning
Aravindh Mahendran
James Thewlis
Andrea Vedaldi
SSL
200
65
0
15 Jul 2018
Deep Clustering for Unsupervised Learning of Visual Features
Deep Clustering for Unsupervised Learning of Visual Features
Mathilde Caron
Piotr Bojanowski
Armand Joulin
Matthijs Douze
SSL
1.0K
2,162
0
15 Jul 2018
Representation Learning with Contrastive Predictive Coding
Representation Learning with Contrastive Predictive Coding
Aaron van den Oord
Yazhe Li
Oriol Vinyals
DRLSSL
1.7K
12,188
0
10 Jul 2018
Deep Multimodal Clustering for Unsupervised Audiovisual Learning
Deep Multimodal Clustering for Unsupervised Audiovisual Learning
Di Hu
Feiping Nie
Xuelong Li
SSL
173
8
0
09 Jul 2018
Auto-Context R-CNN
Auto-Context R-CNN
Bo Li
Tianfu Wu
Lun Zhang
Rufeng Chu
ObjD
118
8
0
08 Jul 2018
Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural
  Networks
Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural NetworksInternational Conference on Information Photonics (ICIP), 2018
Marie-Morgane Paumard
David Picard
Hedi Tabia
134
24
0
05 Jul 2018
TextTopicNet - Self-Supervised Learning of Visual Features Through
  Embedding Images on Semantic Text Spaces
TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text Spaces
Yash J. Patel
L. G. I. Bigorda
Raul Gomez
Marçal Rusiñol
Dimosthenis Karatzas
C. V. Jawahar
SSL
95
8
0
04 Jul 2018
Cooperative Learning of Audio and Video Models from Self-Supervised
  Synchronization
Cooperative Learning of Audio and Video Models from Self-Supervised SynchronizationNeural Information Processing Systems (NeurIPS), 2018
Bruno Korbar
Du Tran
Lorenzo Torresani
367
499
0
30 Jun 2018
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