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1708.01246
Cited By
Unsupervised Representation Learning by Sorting Sequences
3 August 2017
Hsin-Ying Lee
Jia-Bin Huang
Maneesh Kumar Singh
Ming-Hsuan Yang
SSL
DRL
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Papers citing
"Unsupervised Representation Learning by Sorting Sequences"
50 / 344 papers shown
Video Representation Learning with Visual Tempo Consistency
Ceyuan Yang
Yinghao Xu
Bo Dai
Bolei Zhou
155
94
0
28 Jun 2020
Labelling unlabelled videos from scratch with multi-modal self-supervision
Neural Information Processing Systems (NeurIPS), 2020
Yuki M. Asano
Mandela Patrick
Christian Rupprecht
Andrea Vedaldi
SSL
258
161
0
24 Jun 2020
Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning
Yuan Yao
Chang-rui Liu
Dezhao Luo
Can Ma
QiXiang Ye
188
181
0
20 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning
Xiaohang Zhan
Jiahao Xie
Ziwei Liu
Yew-Soon Ong
Chen Change Loy
OOD
222
203
0
18 Jun 2020
Self-Supervised Representation Learning for Visual Anomaly Detection
Rabia Ali
Muhammad Umar Karim Khan
C. Kyung
SSL
107
18
0
17 Jun 2020
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos
Andrew Rouditchenko
Angie Boggust
David Harwath
Brian Chen
D. Joshi
...
Rogerio Feris
Brian Kingsbury
M. Picheny
Antonio Torralba
James R. Glass
SSL
238
142
0
16 Jun 2020
DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action Recognition
Ziming Liu
Guangyu Gao
•. A. K. Qin
Jinyang Li
ViT
174
1
0
13 Jun 2020
Video Understanding as Machine Translation
Bruno Korbar
Fabio Petroni
Rohit Girdhar
Lorenzo Torresani
SSL
205
29
0
12 Jun 2020
In the Eye of the Beholder: Gaze and Actions in First Person Video
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Yin Li
Miao Liu
James M. Rehg
EgoV
330
93
0
31 May 2020
Audio-Visual Instance Discrimination with Cross-Modal Agreement
Computer Vision and Pattern Recognition (CVPR), 2020
Pedro Morgado
Nuno Vasconcelos
Ishan Misra
SSL
315
295
0
27 Apr 2020
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Kangning Liu
Shuhang Gu
Andrés Romero
Radu Timofte
135
12
0
14 Apr 2020
SpeedNet: Learning the Speediness in Videos
Computer Vision and Pattern Recognition (CVPR), 2020
Sagie Benaim
Ariel Ephrat
Oran Lang
Inbar Mosseri
William T. Freeman
Michael Rubinstein
Michal Irani
Tali Dekel
236
277
0
13 Apr 2020
Speech2Action: Cross-modal Supervision for Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2020
Arsha Nagrani
Chen Sun
David A. Ross
Rahul Sukthankar
Cordelia Schmid
Andrew Zisserman
163
59
0
30 Mar 2020
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition
Computer Vision and Pattern Recognition (CVPR), 2020
Chih-Hui Ho
Bo Liu
Tz-Ying Wu
Nuno Vasconcelos
167
8
0
28 Mar 2020
A Collective Learning Framework to Boost GNN Expressiveness
Mengyue Hang
Jennifer Neville
Bruno Ribeiro
AI4CE
235
4
0
26 Mar 2020
Temporally Coherent Embeddings for Self-Supervised Video Representation Learning
International Conference on Pattern Recognition (ICPR), 2020
Joshua Knights
Ben Harwood
Daniel Ward
Anthony Vanderkop
Olivia Mackenzie-Ross
Peyman Moghadam
AI4TS
368
39
0
21 Mar 2020
On Compositions of Transformations in Contrastive Self-Supervised Learning
IEEE International Conference on Computer Vision (ICCV), 2020
Mandela Patrick
Yuki M. Asano
Polina Kuznetsova
Ruth C. Fong
João F. Henriques
Geoffrey Zweig
Andrea Vedaldi
236
53
0
09 Mar 2020
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning
AAAI Conference on Artificial Intelligence (AAAI), 2020
Elad Amrani
Rami Ben-Ari
Daniel Rotman
A. Bronstein
327
130
0
06 Mar 2020
Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2020
Min-Hung Chen
Baopu Li
Sid Ying-Ze Bao
G. Al-Regib
Z. Kira
TTA
452
142
0
05 Mar 2020
Self-Supervised Visual Learning by Variable Playback Speeds Prediction of a Video
IEEE Access (IEEE Access), 2020
Hyeon Cho
Taehoon Kim
H. Chang
Wonjun Hwang
120
20
0
05 Mar 2020
Learning Representations by Predicting Bags of Visual Words
Computer Vision and Pattern Recognition (CVPR), 2020
Spyros Gidaris
Andrei Bursuc
N. Komodakis
P. Pérez
Matthieu Cord
SSL
313
124
0
27 Feb 2020
Evolving Losses for Unsupervised Video Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2020
A. Piergiovanni
A. Angelova
Michael S. Ryoo
SSL
214
145
0
26 Feb 2020
A Multi-view Perspective of Self-supervised Learning
Chuanxing Geng
Zheng-Hua Tan
Songcan Chen
SSL
136
1
0
22 Feb 2020
Automatic Shortcut Removal for Self-Supervised Representation Learning
International Conference on Machine Learning (ICML), 2020
Matthias Minderer
Olivier Bachem
N. Houlsby
Michael Tschannen
SSL
264
77
0
20 Feb 2020
MAST: A Memory-Augmented Self-supervised Tracker
Computer Vision and Pattern Recognition (CVPR), 2020
Zihang Lai
Erika Lu
Weidi Xie
VOS
278
199
0
18 Feb 2020
Audiovisual SlowFast Networks for Video Recognition
Fanyi Xiao
Yong Jae Lee
Kristen Grauman
Jitendra Malik
Christoph Feichtenhofer
592
230
0
23 Jan 2020
Learning Spatiotemporal Features via Video and Text Pair Discrimination
Tianhao Li
Limin Wang
VGen
143
60
0
16 Jan 2020
Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning
AAAI Conference on Artificial Intelligence (AAAI), 2020
Dezhao Luo
Chang-rui Liu
Can Ma
Dongbao Yang
Can Ma
QiXiang Ye
Weiping Wang
SSL
202
167
0
02 Jan 2020
Unsupervised Representation Learning by Predicting Random Distances
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Hu Wang
Guansong Pang
Chunhua Shen
Congbo Ma
OOD
SSL
108
85
0
22 Dec 2019
What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance
IEEE International Conference on Computer Vision (ICCV), 2019
Mahmoud Afifi
M. Brown
AAML
202
121
0
15 Dec 2019
End-to-End Learning of Visual Representations from Uncurated Instructional Videos
Computer Vision and Pattern Recognition (CVPR), 2019
Antoine Miech
Jean-Baptiste Alayrac
Lucas Smaira
Ivan Laptev
Josef Sivic
Andrew Zisserman
VGen
SSL
599
754
0
13 Dec 2019
Continual egocentric object recognition
European Conference on Artificial Intelligence (ECAI), 2019
L. Erculiani
Fausto Giunchiglia
Baptiste Caramiaux
CLL
EgoV
117
14
0
06 Dec 2019
Self-Supervised Learning of Video-Induced Visual Invariances
Computer Vision and Pattern Recognition (CVPR), 2019
Michael Tschannen
Josip Djolonga
Marvin Ritter
Aravindh Mahendran
Xiaohua Zhai
N. Houlsby
Sylvain Gelly
Mario Lucic
SSL
345
65
0
05 Dec 2019
Self-Supervised Learning of Pretext-Invariant Representations
Computer Vision and Pattern Recognition (CVPR), 2019
Ishan Misra
Laurens van der Maaten
SSL
VLM
343
1,561
0
04 Dec 2019
Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2019
Yiyi Zhang
Li Niu
Ziqi Pan
Meichao Luo
Jianfu Zhang
Dawei Cheng
Liqing Zhang
111
7
0
01 Dec 2019
Self-Supervised Learning by Cross-Modal Audio-Video Clustering
Neural Information Processing Systems (NeurIPS), 2019
Humam Alwassel
D. Mahajan
Bruno Korbar
Lorenzo Torresani
Guohao Li
Du Tran
SSL
492
461
0
28 Nov 2019
Oops! Predicting Unintentional Action in Video
Computer Vision and Pattern Recognition (CVPR), 2019
Dave Epstein
Boyuan Chen
Carl Vondrick
200
110
0
25 Nov 2019
Towards a Hypothesis on Visual Transformation based Self-Supervision
British Machine Vision Conference (BMVC), 2019
Dipan K. Pal
Sreena Nallamothu
Marios Savvides
129
6
0
24 Nov 2019
Unsupervised Deep Metric Learning via Auxiliary Rotation Loss
Xuefei Cao
Bor-Chun Chen
Ser-Nam Lim
SSL
102
19
0
16 Nov 2019
Self-labelling via simultaneous clustering and representation learning
International Conference on Learning Representations (ICLR), 2019
Yuki M. Asano
Christian Rupprecht
Andrea Vedaldi
SSL
453
845
0
13 Nov 2019
Dancing to Music
Neural Information Processing Systems (NeurIPS), 2019
Hsin-Ying Lee
Xiaodong Yang
Xuan Li
Ting-Chun Wang
Yu-Ding Lu
Ming-Hsuan Yang
Jan Kautz
195
15
0
05 Nov 2019
Comprehensive Video Understanding: Video summarization with content-based video recommender design
Yudong Jiang
Kaixu Cui
B. Peng
Changliang Xu
BDL
111
30
0
30 Oct 2019
Skip-Clip: Self-Supervised Spatiotemporal Representation Learning by Future Clip Order Ranking
Alaaeldin El-Nouby
Shuangfei Zhai
Graham W. Taylor
J. Susskind
AI4TS
SSL
CLIP
126
15
0
28 Oct 2019
Modeling Disease Progression In Retinal OCTs With Longitudinal Self-Supervised Learning
Antoine Rivail
U. Schmidt-Erfurth
Wolf-Dieter Vogl
S. Waldstein
Sophie Riedl
C. Grechenig
Zhichao Wu
Hrvoje Bogunović
177
30
0
21 Oct 2019
Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Xinrui Zhuang
Yuexiang Li
Yifan Hu
Kai Ma
Yujiu Yang
Yefeng Zheng
SSL
233
161
0
05 Oct 2019
Video Representation Learning by Dense Predictive Coding
Tengda Han
Weidi Xie
Andrew Zisserman
SSL
315
384
0
10 Sep 2019
Self-Supervised Representation Learning via Neighborhood-Relational Encoding
IEEE International Conference on Computer Vision (ICCV), 2019
Mohammad Sabokrou
Mohammad Khalooei
Ehsan Adeli
SSL
214
36
0
27 Aug 2019
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation
IEEE International Conference on Computer Vision (ICCV), 2019
Yu Sun
Yun Ye
Wu Liu
Wenpeng Gao
Yili Fu
Tao Mei
3DH
346
192
0
20 Aug 2019
Multi-task Self-Supervised Learning for Human Activity Detection
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2019
Aaqib Saeed
T. Ozcelebi
J. Lukkien
SSL
297
312
0
27 Jul 2019
Accurate and Robust Pulmonary Nodule Detection by 3D Feature Pyramid Network with Self-supervised Feature Learning
Jingya Liu
Liangliang Cao
O. Akin
Yingli Tian
OOD
120
12
0
25 Jul 2019
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