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Unsupervised Learning of Visual Representations by Solving Jigsaw
  Puzzles
v1v2v3 (latest)

Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

30 March 2016
M. Noroozi
Paolo Favaro
    SSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

50 / 1,791 papers shown
Unsupervised learning with sparse space-and-time autoencoders
Unsupervised learning with sparse space-and-time autoencoders
Benjamin Graham
3DPC
99
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26 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
262
363
0
24 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
254
84
0
09 Nov 2018
Sinkhorn AutoEncoders
Sinkhorn AutoEncoders
Giorgio Patrini
Rianne van den Berg
Patrick Forré
M. Carioni
Samarth Bhargav
Max Welling
Tim Genewein
Frank Nielsen
DiffM
256
89
0
02 Oct 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
173
94
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
234
5
0
07 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
98
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
170
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
192
140
0
21 Aug 2018
Unsupervised learning of foreground object detection
Unsupervised learning of foreground object detection
Ioana Croitoru
Simion-Vlad Bogolin
Marius Leordeanu
OCL
215
53
0
14 Aug 2018
Small Sample Learning in Big Data Era
Small Sample Learning in Big Data Era
Jun Shu
Zongben Xu
Deyu Meng
355
78
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
148
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
227
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
153
120
0
30 Jul 2018
Self-supervised Knowledge Distillation Using Singular Value
  Decomposition
Self-supervised Knowledge Distillation Using Singular Value DecompositionEuropean Conference on Computer Vision (ECCV), 2018
Seunghyun Lee
D. Kim
B. Song
215
149
0
18 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
517
921
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
201
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
2,178
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
1.8K
12,286
0
10 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
139
24
0
05 Jul 2018
Tracking Emerges by Colorizing Videos
Tracking Emerges by Colorizing Videos
Carl Vondrick
Abhinav Shrivastava
Alireza Fathi
S. Guadarrama
Kevin Patrick Murphy
344
395
0
25 Jun 2018
Learning Instance Segmentation by Interaction
Learning Instance Segmentation by Interaction
Deepak Pathak
Yide Shentu
Dian Chen
Pulkit Agrawal
Trevor Darrell
Sergey Levine
Jitendra Malik
164
47
0
21 Jun 2018
On Machine Learning and Structure for Mobile Robots
On Machine Learning and Structure for Mobile Robots
Markus Wulfmeier
134
5
0
15 Jun 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts
Self-Supervised Feature Learning by Learning to Spot Artifacts
Simon Jenni
Paolo Favaro
SSL
364
130
0
13 Jun 2018
A Classification approach towards Unsupervised Learning of Visual
  Representations
A Classification approach towards Unsupervised Learning of Visual Representations
Aditya Vora
SSL
84
0
0
01 Jun 2018
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive
  Learning
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning
Aapo Hyvarinen
Hiroaki Sasaki
Richard Turner
OODCML
349
376
0
22 May 2018
Less is More: Surgical Phase Recognition with Less Annotations through
  Self-Supervised Pre-training of CNN-LSTM Networks
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks
Gaurav Yengera
Didier Mutter
J. Marescaux
N. Padoy
180
75
0
22 May 2018
Deep Nets: What have they ever done for Vision?
Deep Nets: What have they ever done for Vision?
Alan Yuille
Chenxi Liu
493
107
0
10 May 2018
Tile2Vec: Unsupervised representation learning for spatially distributed
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Tile2Vec: Unsupervised representation learning for spatially distributed data
Neal Jean
Sherrie Wang
Anshul Samar
G. Azzari
David B. Lobell
Stefano Ermon
SSL
239
229
0
08 May 2018
Unsupervised Feature Learning via Non-Parametric Instance-level
  Discrimination
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
SSL
2.1K
3,796
0
05 May 2018
Boosting Self-Supervised Learning via Knowledge Transfer
Boosting Self-Supervised Learning via Knowledge Transfer
M. Noroozi
Ananth Vinjimoor
Paolo Favaro
Hamed Pirsiavash
SSL
508
313
0
01 May 2018
Better and Faster: Knowledge Transfer from Multiple Self-supervised
  Learning Tasks via Graph Distillation for Video Classification
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification
Chenrui Zhang
Yuxin Peng
SSL
148
62
0
26 Apr 2018
Taskonomy: Disentangling Task Transfer Learning
Taskonomy: Disentangling Task Transfer Learning
Amir Zamir
Alexander Sax
Bokui (William) Shen
Leonidas Guibas
Jitendra Malik
Silvio Savarese
465
1,340
0
23 Apr 2018
Learning Pose Specific Representations by Predicting Different Views
Learning Pose Specific Representations by Predicting Different Views
Georg Poier
David Schinagl
Horst Bischof
SSL
193
26
0
10 Apr 2018
Regularizing Deep Networks by Modeling and Predicting Label Structure
Regularizing Deep Networks by Modeling and Predicting Label Structure
Mohammadreza Mostajabi
Michael Maire
Gregory Shakhnarovich
NoLa
160
32
0
05 Apr 2018
Self-supervised Learning of Geometrically Stable Features Through
  Probabilistic Introspection
Self-supervised Learning of Geometrically Stable Features Through Probabilistic Introspection
David Novotny
Samuel Albanie
Diane Larlus
Andrea Vedaldi
SSL
207
72
0
04 Apr 2018
Meta-Learning Update Rules for Unsupervised Representation Learning
Meta-Learning Update Rules for Unsupervised Representation Learning
Luke Metz
Niru Maheswaranathan
Brian Cheung
Jascha Narain Sohl-Dickstein
SSLOOD
280
129
0
31 Mar 2018
Class Subset Selection for Transfer Learning using Submodularity
Class Subset Selection for Transfer Learning using Submodularity
Varun Manjunatha
Srikumar Ramalingam
Tim K. Marks
L. Davis
174
6
0
30 Mar 2018
Mining on Manifolds: Metric Learning without Labels
Mining on Manifolds: Metric Learning without Labels
Ahmet Iscen
Giorgos Tolias
Yannis Avrithis
Ondřej Chum
SSL
219
119
0
29 Mar 2018
Unsupervised Representation Learning by Predicting Image Rotations
Unsupervised Representation Learning by Predicting Image Rotations
Spyros Gidaris
Praveer Singh
N. Komodakis
OODSSLDRL
1.3K
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0
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Learning Unsupervised Visual Grounding Through Semantic Self-Supervision
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision
Syed Ashar Javed
Shreyas Saxena
Vineet Gandhi
SSL
205
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0
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An efficient framework for learning sentence representations
An efficient framework for learning sentence representations
Lajanugen Logeswaran
Honglak Lee
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565
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Learning Latent Permutations with Gumbel-Sinkhorn Networks
Learning Latent Permutations with Gumbel-Sinkhorn Networks
Gonzalo E. Mena
David Belanger
Scott W. Linderman
Jasper Snoek
268
308
0
23 Feb 2018
Learning to Play with Intrinsically-Motivated Self-Aware Agents
Learning to Play with Intrinsically-Motivated Self-Aware Agents
Nick Haber
Damian Mrowca
Li Fei-Fei
Daniel L. K. Yamins
LRM
195
122
0
21 Feb 2018
From Selective Deep Convolutional Features to Compact Binary
  Representations for Image Retrieval
From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval
Thanh-Toan Do
Tuan Hoang
Dang-Khoa Le Tan
Huu Le
Tam V. Nguyen
Ngai-Man Cheung
230
33
0
07 Feb 2018
Unsupervised Representation Learning with Laplacian Pyramid
  Auto-encoders
Unsupervised Representation Learning with Laplacian Pyramid Auto-encoders
Qilu Zhao
Zongmin Li
SSL
101
6
0
16 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Richard Y. Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
EGVM
2.9K
15,507
0
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Objects that Sound
Objects that Sound
Relja Arandjelović
Andrew Zisserman
ObjDVOS
341
554
0
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Self-Supervised Relative Depth Learning for Urban Scene Understanding
Self-Supervised Relative Depth Learning for Urban Scene Understanding
Huaizu Jiang
Erik Learned-Miller
Gustav Larsson
Michael Maire
Gregory Shakhnarovich
OODSSL
114
9
0
13 Dec 2017
Disentangled Person Image Generation
Disentangled Person Image Generation
Liqian Ma
Qianru Sun
Stamatios Georgoulis
Luc Van Gool
Bernt Schiele
Mario Fritz
CoGe
388
450
0
07 Dec 2017
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