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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
Boosting Few-Shot Visual Learning with Self-Supervision
Boosting Few-Shot Visual Learning with Self-SupervisionIEEE International Conference on Computer Vision (ICCV), 2019
Spyros Gidaris
Andrei Bursuc
N. Komodakis
P. Pérez
Matthieu Cord
SSL
240
434
0
12 Jun 2019
Selfie: Self-supervised Pretraining for Image Embedding
Selfie: Self-supervised Pretraining for Image Embedding
Trieu H. Trinh
Minh-Thang Luong
Quoc V. Le
SSL
302
117
0
07 Jun 2019
Prediction of Soil Moisture Content Based On Satellite Data and
  Sequence-to-Sequence Networks
Prediction of Soil Moisture Content Based On Satellite Data and Sequence-to-Sequence Networks
N. Efremova
Dmitry Zausaev
Gleb Antipov
127
16
0
05 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views
Learning Representations by Maximizing Mutual Information Across ViewsNeural Information Processing Systems (NeurIPS), 2019
Philip Bachman
R. Devon Hjelm
William Buchwalter
SSL
620
1,590
0
03 Jun 2019
Local Label Propagation for Large-Scale Semi-Supervised Learning
Local Label Propagation for Large-Scale Semi-Supervised Learning
Chengxu Zhuang
Xuehao Ding
Divyanshu Murli
Daniel L. K. Yamins
SSL
118
13
0
28 May 2019
Self-supervised audio representation learning for mobile devices
Self-supervised audio representation learning for mobile devices
Marco Tagliasacchi
Beat Gfeller
Félix de Chaumont Quitry
Dominik Roblek
SSLAI4TS
165
47
0
24 May 2019
Countering Noisy Labels By Learning From Auxiliary Clean Labels
Countering Noisy Labels By Learning From Auxiliary Clean Labels
Tsung Wei Tsai
Chongxuan Li
Jun Zhu
SSL
175
1
0
23 May 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding
Data-Efficient Image Recognition with Contrastive Predictive CodingInternational Conference on Machine Learning (ICML), 2019
Olivier J. Hénaff
A. Srinivas
J. Fauw
Ali Razavi
Carl Doersch
S. M. Ali Eslami
Aaron van den Oord
SSL
514
1,523
0
22 May 2019
What Do Adversarially Robust Models Look At?
What Do Adversarially Robust Models Look At?
Takahiro Itazuri
Yoshihiro Fukuhara
Hirokatsu Kataoka
Shigeo Morishima
104
5
0
19 May 2019
On Variational Bounds of Mutual Information
On Variational Bounds of Mutual InformationInternational Conference on Machine Learning (ICML), 2019
Ben Poole
Sherjil Ozair
Aaron van den Oord
Alexander A. Alemi
George Tucker
SSL
402
936
0
16 May 2019
Self-supervised Audio Spatialization with Correspondence Classifier
Self-supervised Audio Spatialization with Correspondence ClassifierInternational Conference on Information Photonics (ICIP), 2019
Yu-Ding Lu
Hsin-Ying Lee
Hung-Yu Tseng
Ming-Hsuan Yang
130
26
0
14 May 2019
S4L: Self-Supervised Semi-Supervised Learning
S4L: Self-Supervised Semi-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2019
Xiaohua Zhai
Avital Oliver
Alexander Kolesnikov
Lucas Beyer
SSLVLM
333
844
0
09 May 2019
The Missing Data Encoder: Cross-Channel Image Completion\\with
  Hide-And-Seek Adversarial Network
The Missing Data Encoder: Cross-Channel Image Completion\\with Hide-And-Seek Adversarial NetworkAAAI Conference on Artificial Intelligence (AAAI), 2019
Arnaud Dapogny
Matthieu Cord
P. Pérez
166
11
0
06 May 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data
Unsupervised Pre-Training of Image Features on Non-Curated Data
Mathilde Caron
Piotr Bojanowski
Julien Mairal
Armand Joulin
SSL
257
9
0
03 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning
Scaling and Benchmarking Self-Supervised Visual Representation LearningIEEE International Conference on Computer Vision (ICCV), 2019
Priya Goyal
D. Mahajan
Abhinav Gupta
Ishan Misra
SSL
359
422
0
03 May 2019
A critical analysis of self-supervision, or what we can learn from a
  single image
A critical analysis of self-supervision, or what we can learn from a single imageInternational Conference on Learning Representations (ICLR), 2019
Yuki M. Asano
Christian Rupprecht
Andrea Vedaldi
SSL
358
151
0
30 Apr 2019
SEALion: a Framework for Neural Network Inference on Encrypted Data
SEALion: a Framework for Neural Network Inference on Encrypted Data
Tim van Elsloo
Giorgio Patrini
Hamish Ivey-Law
FedML
266
49
0
29 Apr 2019
Unsupervised Feature Learning for Point Cloud by Contrasting and
  Clustering With Graph Convolutional Neural Network
Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network
Ling Zhang
Zhigang Zhu
3DPCSSL
156
15
0
28 Apr 2019
Unsupervised Deep Learning by Neighbourhood Discovery
Unsupervised Deep Learning by Neighbourhood Discovery
Jiabo Huang
Qi Dong
S. Gong
Xiatian Zhu
SSL
300
161
0
25 Apr 2019
A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation
A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation
Jaehoon Cho
Dongbo Min
Youngjung Kim
Kwanghoon Sohn
MDE3DV
263
58
0
23 Apr 2019
SelFlow: Self-Supervised Learning of Optical Flow
SelFlow: Self-Supervised Learning of Optical Flow
Pengpeng Liu
Michael Lyu
Irwin King
Jia Xu
SSL
223
328
0
19 Apr 2019
Deep Comprehensive Correlation Mining for Image Clustering
Deep Comprehensive Correlation Mining for Image Clustering
Yue Yu
Keyu Long
Haiwei Yang
Chao Qian
Cheng Li
Zhouchen Lin
H. Zha
257
182
0
15 Apr 2019
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an
  Ensemble of Convolutional Neural Networks
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks
Yauhen Babakhin
A. Sanakoyeu
Hirotoshi Kitamura
256
64
0
09 Apr 2019
Self-supervised Spatio-temporal Representation Learning for Videos by
  Predicting Motion and Appearance Statistics
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics
Jiangliu Wang
Jianbo Jiao
Linchao Bao
Shengfeng He
Yunhui Liu
Wen Liu
SSL
189
217
0
07 Apr 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance
  Feature
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
Mang Ye
Xu-Yao Zhang
PongChi Yuen
Shih-Fu Chang
SSL
239
628
0
06 Apr 2019
Unsupervised Image Matching and Object Discovery as Optimization
Unsupervised Image Matching and Object Discovery as Optimization
Huy V. Vo
Francis R. Bach
Minsu Cho
Kai Han
Yann LeCun
P. Pérez
Jean Ponce
OCL
227
67
0
05 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos
Shu Kong
Charless C. Fowlkes
206
16
0
02 Apr 2019
Perceive Where to Focus: Learning Visibility-aware Part-level Features
  for Partial Person Re-identification
Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification
Yifan Sun
Qin Xu
Yali Li
Fangqiu Yi
Yikang Li
Shengjin Wang
Jian Sun
172
328
0
01 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings
Local Aggregation for Unsupervised Learning of Visual Embeddings
Chengxu Zhuang
Alex Zhai
Daniel L. K. Yamins
SSL
263
461
0
29 Mar 2019
Self-Supervised Learning via Conditional Motion Propagation
Self-Supervised Learning via Conditional Motion Propagation
Xiaohang Zhan
Xingang Pan
Ziwei Liu
Dahua Lin
Chen Change Loy
SSL
174
51
0
27 Mar 2019
Small Data Challenges in Big Data Era: A Survey of Recent Progress on
  Unsupervised and Semi-Supervised Methods
Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods
Guo-Jun Qi
Jiebo Luo
SSL
187
283
0
27 Mar 2019
AVT: Unsupervised Learning of Transformation Equivariant Representations
  by Autoencoding Variational Transformations
AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations
Guo-Jun Qi
Liheng Zhang
Chang Wen Chen
Qi Tian
DRL
171
43
0
23 Mar 2019
An End-to-End Joint Unsupervised Learning of Deep Model and
  Pseudo-Classes for Remote Sensing Scene Representation
An End-to-End Joint Unsupervised Learning of Deep Model and Pseudo-Classes for Remote Sensing Scene RepresentationIEEE International Joint Conference on Neural Network (IJCNN), 2019
Z. Gong
P. Zhong
Weidong Hu
Fang Liu
Bingwei Hui
SSL3DPC
143
2
0
18 Mar 2019
Domain Generalization by Solving Jigsaw Puzzles
Domain Generalization by Solving Jigsaw Puzzles
Fabio Maria Carlucci
A. DÍnnocente
S. Bucci
Barbara Caputo
Tatiana Tommasi
SSL
381
908
0
16 Mar 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs
Pravendra Singh
Vinay Kumar Verma
Piyush Rai
Vinay P. Namboodiri
230
122
0
11 Mar 2019
High-Fidelity Image Generation With Fewer Labels
High-Fidelity Image Generation With Fewer LabelsInternational Conference on Machine Learning (ICML), 2019
Mario Lucic
Michael Tschannen
Marvin Ritter
Xiaohua Zhai
Olivier Bachem
Sylvain Gelly
GANOOD
275
169
0
06 Mar 2019
Learning about an exponential amount of conditional distributions
Learning about an exponential amount of conditional distributions
Mohamed Ishmael Belghazi
Maxime Oquab
Yann LeCun
David Lopez-Paz
BDLSSL
168
29
0
22 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A
  Survey
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey
Longlong Jing
Yingli Tian
SSL
429
1,917
0
16 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving
Michal Uřičář
P. Krízek
David Hurych
Ibrahim Sobh
S. Yogamani
Patrick Denny
GAN
279
59
0
09 Feb 2019
Revisiting Self-Supervised Visual Representation Learning
Revisiting Self-Supervised Visual Representation Learning
Alexander Kolesnikov
Xiaohua Zhai
Lucas Beyer
SSL
479
749
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
207
19
0
24 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
211
214
0
14 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
212
16
0
31 Dec 2018
Greedy Layerwise Learning Can Scale to ImageNet
Greedy Layerwise Learning Can Scale to ImageNet
Eugene Belilovsky
Michael Eickenberg
Edouard Oyallon
427
201
0
29 Dec 2018
On Attention Modules for Audio-Visual Synchronization
On Attention Modules for Audio-Visual Synchronization
Naji Khosravan
Shervin Ardeshir
R. Puri
101
24
0
14 Dec 2018
Learning Representations of Sets through Optimized Permutations
Learning Representations of Sets through Optimized Permutations
Yan Zhang
Jonathon S. Hare
Adam Prugel-Bennett
SSL
171
28
0
10 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
245
141
0
02 Dec 2018
Solving Pictorial Jigsaw Puzzle by Stigmergy-inspired Internet-based
  Human Collective Intelligence
Solving Pictorial Jigsaw Puzzle by Stigmergy-inspired Internet-based Human Collective Intelligence
Bo Shen
Wei Zhang
Haiyan Zhao
Zhi Jin
Yanhong Wu
87
2
0
28 Nov 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
205
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
260
311
0
27 Nov 2018
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