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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 / 1,748 papers shown
Title
A Self-supervised GAN for Unsupervised Few-shot Object Recognition
A Self-supervised GAN for Unsupervised Few-shot Object Recognition
Khoi Duc Minh Nguyen
S. Todorovic
SSL
61
5
0
16 Aug 2020
Self-supervised Video Representation Learning by Pace Prediction
Self-supervised Video Representation Learning by Pace Prediction
Jiangliu Wang
Jianbo Jiao
Yunhui Liu
SSLAI4TS
84
237
0
13 Aug 2020
Adversarial Knowledge Transfer from Unlabeled Data
Adversarial Knowledge Transfer from Unlabeled Data
Akash Gupta
Yikang Shen
S. Paul
Jianming Zhang
Amit K. Roy-Chowdhury
36
0
0
13 Aug 2020
What Should Not Be Contrastive in Contrastive Learning
What Should Not Be Contrastive in Contrastive Learning
Tete Xiao
Xiaolong Wang
Alexei A. Efros
Trevor Darrell
SSLDRL
118
303
0
13 Aug 2020
Self-Path: Self-supervision for Classification of Pathology Images with
  Limited Annotations
Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations
Navid Alemi Koohbanani
Balagopal Unnikrishnan
S. Khurram
Pavitra Krishnaswamy
Nasir M. Rajpoot
SSL
104
166
0
12 Aug 2020
Learning to Cluster under Domain Shift
Learning to Cluster under Domain Shift
Willi Menapace
Stéphane Lathuilière
Elisa Ricci
OOD
71
14
0
11 Aug 2020
Unsupervised Deep Metric Learning with Transformed Attention Consistency
  and Contrastive Clustering Loss
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss
Yongqian Li
Shichao Kan
Zhihai He
SSL
62
24
0
10 Aug 2020
Unsupervised Feature Learning by Cross-Level Instance-Group
  Discrimination
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination
Xudong Wang
Ziwei Liu
Stella X. Yu
SSL
72
76
0
09 Aug 2020
Spatiotemporal Contrastive Video Representation Learning
Spatiotemporal Contrastive Video Representation Learning
Rui Qian
Tianjian Meng
Boqing Gong
Ming-Hsuan Yang
Haoran Wang
Serge J. Belongie
Huayu Chen
SSLAI4TS
144
502
0
09 Aug 2020
Assisting Scene Graph Generation with Self-Supervision
Assisting Scene Graph Generation with Self-Supervision
Sandeep Inuganti
V. Balasubramanian
SSL
54
7
0
08 Aug 2020
Exploring Relations in Untrimmed Videos for Self-Supervised Learning
Exploring Relations in Untrimmed Videos for Self-Supervised Learning
Dezhao Luo
Bo Fang
Yu Zhou
Yucan Zhou
Dayan Wu
Weiping Wang
90
22
0
06 Aug 2020
Self-supervised Video Representation Learning Using Inter-intra
  Contrastive Framework
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework
Li Tao
Xueting Wang
T. Yamasaki
SSL
85
106
0
06 Aug 2020
Functional Regularization for Representation Learning: A Unified
  Theoretical Perspective
Functional Regularization for Representation Learning: A Unified Theoretical Perspective
Siddhant Garg
Yingyu Liang
SSL
93
20
0
06 Aug 2020
Self-supervised Temporal Discriminative Learning for Video
  Representation Learning
Self-supervised Temporal Discriminative Learning for Video Representation Learning
Jinpeng Wang
Yiqi Lin
A. J. Ma
Pong C. Yuen
TTA
73
11
0
05 Aug 2020
Self-supervised learning using consistency regularization of
  spatio-temporal data augmentation for action recognition
Self-supervised learning using consistency regularization of spatio-temporal data augmentation for action recognition
Jinpeng Wang
Yiqi Lin
A. J. Ma
SSL
53
1
0
05 Aug 2020
LoCo: Local Contrastive Representation Learning
LoCo: Local Contrastive Representation Learning
Yuwen Xiong
Mengye Ren
R. Urtasun
SSLDRL
91
70
0
04 Aug 2020
Weakly-Supervised Semantic Segmentation via Sub-category Exploration
Weakly-Supervised Semantic Segmentation via Sub-category Exploration
Yu-Ting Chang
Qiaosong Wang
Wei-Chih Hung
Robinson Piramuthu
Yi-Hsuan Tsai
Ming-Hsuan Yang
180
260
0
03 Aug 2020
Memory-augmented Dense Predictive Coding for Video Representation
  Learning
Memory-augmented Dense Predictive Coding for Video Representation Learning
Tengda Han
Weidi Xie
Andrew Zisserman
SSL
117
242
0
03 Aug 2020
Predicting What You Already Know Helps: Provable Self-Supervised
  Learning
Predicting What You Already Know Helps: Provable Self-Supervised Learning
Jason D. Lee
Qi Lei
Nikunj Saunshi
Jiacheng Zhuo
SSL
120
190
0
03 Aug 2020
SeCo: Exploring Sequence Supervision for Unsupervised Representation
  Learning
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning
Ting Yao
Yiheng Zhang
Zhaofan Qiu
Yingwei Pan
Tao Mei
DRL
132
110
0
03 Aug 2020
Self-supervised Visual Attribute Learning for Fashion Compatibility
Self-supervised Visual Attribute Learning for Fashion Compatibility
Donghyun Kim
Kuniaki Saito
Samarth Mishra
Stan Sclaroff
Kate Saenko
Bryan A. Plummer
SSL
77
22
0
01 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation
Self-supervised Learning of Point Clouds via Orientation Estimation
Omid Poursaeed
Tianxing Jiang
Quintessa Qiao
N. Xu
Vladimir G. Kim
3DPCSSL
91
121
0
01 Aug 2020
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM
  for Unsupervised Action Recognition
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition
Haocong Rao
Shihao Xu
Xiping Hu
Jun Cheng
Bin Hu
106
195
0
01 Aug 2020
Uncovering the structure of clinical EEG signals with self-supervised
  learning
Uncovering the structure of clinical EEG signals with self-supervised learning
Hubert J. Banville
O. Chehab
Aapo Hyvarinen
Denis A. Engemann
Alexandre Gramfort
94
199
0
31 Jul 2020
What My Motion tells me about Your Pose: A Self-Supervised Monocular 3D
  Vehicle Detector
What My Motion tells me about Your Pose: A Self-Supervised Monocular 3D Vehicle Detector
Cédric Picron
Punarjay Chakravarty
Tom Roussel
Tinne Tuytelaars
36
0
0
29 Jul 2020
K-Shot Contrastive Learning of Visual Features with Multiple Instance
  Augmentations
K-Shot Contrastive Learning of Visual Features with Multiple Instance Augmentations
Haohang Xu
H. Xiong
Guo-Jun Qi
VLM
80
6
0
27 Jul 2020
Representation Learning with Video Deep InfoMax
Representation Learning with Video Deep InfoMax
R. Devon Hjelm
Philip Bachman
SSLMDE
107
28
0
27 Jul 2020
Contrastive Visual-Linguistic Pretraining
Contrastive Visual-Linguistic Pretraining
Lei Shi
Kai Shuang
Shijie Geng
Peng Su
Zhengkai Jiang
Peng Gao
Zuohui Fu
Gerard de Melo
Sen Su
VLMSSLCLIP
105
29
0
26 Jul 2020
Federated Self-Supervised Learning of Multi-Sensor Representations for
  Embedded Intelligence
Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence
Aaqib Saeed
Flora D. Salim
T. Ozcelebi
J. Lukkien
FedMLSSL
193
100
0
25 Jul 2020
Self-supervised Learning for Large-scale Item Recommendations
Self-supervised Learning for Large-scale Item Recommendations
Tiansheng Yao
Xinyang Yi
D. Cheng
Felix X. Yu
Ting-Li Chen
...
Lichan Hong
Ed H. Chi
S. Tjoa
Jieqi Kang
Evan Ettinger
SSL
98
49
0
25 Jul 2020
Real-World Multi-Domain Data Applications for Generalizations to
  Clinical Settings
Real-World Multi-Domain Data Applications for Generalizations to Clinical Settings
Nooshin Mojab
Vahid Noroozi
Darvin Yi
Manoj Prabhakar Nallabothula
Abdullah Aleem
Phillip S. Yu
J. Hallak
OOD
29
8
0
24 Jul 2020
Self-Supervised Learning Across Domains
Self-Supervised Learning Across Domains
S. Bucci
A. DÍnnocente
Yujun Liao
Fabio Maria Carlucci
Barbara Caputo
Tatiana Tommasi
SSL
87
77
0
24 Jul 2020
On the Effectiveness of Image Rotation for Open Set Domain Adaptation
On the Effectiveness of Image Rotation for Open Set Domain Adaptation
S. Bucci
Mohammad Reza Loghmani
Tatiana Tommasi
130
152
0
24 Jul 2020
Towards Recognizing Unseen Categories in Unseen Domains
Towards Recognizing Unseen Categories in Unseen Domains
Massimiliano Mancini
Zeynep Akata
Elisa Ricci
Barbara Caputo
VLM
154
101
0
23 Jul 2020
Reliable Label Bootstrapping for Semi-Supervised Learning
Reliable Label Bootstrapping for Semi-Supervised Learning
Paul Albert
Diego Ortego
Eric Arazo
Noel E. O'Connor
Kevin McGuinness
SSL
73
5
0
23 Jul 2020
CrossTransformers: spatially-aware few-shot transfer
CrossTransformers: spatially-aware few-shot transfer
Carl Doersch
Ankush Gupta
Andrew Zisserman
ViT
294
338
0
22 Jul 2020
Instance-aware Self-supervised Learning for Nuclei Segmentation
Instance-aware Self-supervised Learning for Nuclei Segmentation
Xinpeng Xie
Jiawei Chen
Yuexiang Li
Linlin Shen
Kai Ma
Yefeng Zheng
SSL
173
60
0
22 Jul 2020
Exploiting Temporal Coherence for Self-Supervised One-shot Video
  Re-identification
Exploiting Temporal Coherence for Self-Supervised One-shot Video Re-identification
Dripta S. Raychaudhuri
Amit K. Roy-Chowdhury
72
11
0
21 Jul 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud
  Understanding
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding
Saining Xie
Jiatao Gu
Demi Guo
C. Qi
Leonidas Guibas
Or Litany
3DPC
248
647
0
21 Jul 2020
Video Representation Learning by Recognizing Temporal Transformations
Video Representation Learning by Recognizing Temporal Transformations
Simon Jenni
Givi Meishvili
Paolo Favaro
192
135
0
21 Jul 2020
Feature-metric Loss for Self-supervised Learning of Depth and Egomotion
Feature-metric Loss for Self-supervised Learning of Depth and Egomotion
Chang Shu
Kun Yu
Zhixiang Duan
Kuiyuan Yang
SSLMDE
100
234
0
21 Jul 2020
Self-Supervision with Superpixels: Training Few-shot Medical Image
  Segmentation without Annotation
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation
Cheng Ouyang
C. Biffi
Chen Chen
Turkay Kart
Huaqi Qiu
Daniel Rueckert
104
210
0
20 Jul 2020
Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical
  Image Segmentation
Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation
Yuexiang Li
Jiawei Chen
Xinpeng Xie
Kai Ma
Yefeng Zheng
UQCV
71
95
0
20 Jul 2020
MIXÉM: Unsupervised Image Classification using a Mixture of Embeddings
MIXÉM: Unsupervised Image Classification using a Mixture of Embeddings
Ali Varamesh
Tinne Tuytelaars
VLM
54
4
0
18 Jul 2020
Learning from Extrinsic and Intrinsic Supervisions for Domain
  Generalization
Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization
Shujun Wang
Lequan Yu
Caizi Li
Chi-Wing Fu
Pheng-Ann Heng
OOD
87
195
0
18 Jul 2020
Improving Object Detection with Selective Self-supervised Self-training
Improving Object Detection with Selective Self-supervised Self-training
Yandong Li
Di Huang
Danfeng Qin
Liqiang Wang
Boqing Gong
115
65
0
17 Jul 2020
Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise
  Transformation for 3D Medical Image Segmentation
Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation
Xing Tao
Yuexiang Li
Wenhui Zhou
Kai Ma
Yefeng Zheng
77
68
0
17 Jul 2020
Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous
  Graphs
Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs
Dasol Hwang
Jinyoung Park
Sunyoung Kwon
KyungHyun Kim
Jung-Woo Ha
Hyunwoo J. Kim
103
69
0
16 Jul 2020
CycAs: Self-supervised Cycle Association for Learning Re-identifiable
  Descriptions
CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions
Zhongdao Wang
Jingwei Zhang
Liang Zheng
Yixuan Liu
Yifan Sun
Yali Li
Shengjin Wang
48
94
0
15 Jul 2020
Automatic Image Labelling at Pixel Level
Automatic Image Labelling at Pixel Level
Xiang Zhang
Wei Zhang
Jinye Peng
Jianping Fan
VLMSSeg
36
2
0
15 Jul 2020
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