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1611.06646
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Self-Supervised Video Representation Learning With Odd-One-Out Networks
21 November 2016
Basura Fernando
Hakan Bilen
E. Gavves
Stephen Gould
SSL
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Papers citing
"Self-Supervised Video Representation Learning With Odd-One-Out Networks"
50 / 277 papers shown
A Comprehensive Study of Deep Video Action Recognition
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Contrastive Predictive Coding for Human Activity Recognition
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Rethinking movie genre classification with fine-grained semantic clustering
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Andrew Gilbert
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165
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04 Dec 2020
Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation
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S. Honari
Victor Constantin
Helge Rhodin
Mathieu Salzmann
Pascal Fua
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530
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02 Dec 2020
Can Temporal Information Help with Contrastive Self-Supervised Learning?
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Haoqi Fan
Ishan Misra
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Vikas Chandra
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207
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25 Nov 2020
Recent Progress in Appearance-based Action Recognition
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Zhe Chen
Dacheng Tao
170
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Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Zehua Zhang
David J. Crandall
AI4TS
SSL
239
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23 Nov 2020
Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations
IEEE transactions on multimedia (TMM), 2020
Xinyue Huo
Lingxi Xie
Longhui Wei
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Hao Li
Zijie Yang
Wen-gang Zhou
Houqiang Li
Qi Tian
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158
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19 Nov 2020
Unsupervised Video Representation Learning by Bidirectional Feature Prediction
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Nadine Behrmann
Juergen Gall
M. Noroozi
SSL
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146
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11 Nov 2020
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Minh-Thang Luong
Kenji Kawaguchi
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SSL
290
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A Survey on Contrastive Self-supervised Learning
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Ashwin Ramesh Babu
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Debapriya Banerjee
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565
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31 Oct 2020
Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning
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Xueting Wang
T. Yamasaki
VLM
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250
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29 Oct 2020
Cycle-Contrast for Self-Supervised Video Representation Learning
Neural Information Processing Systems (NeurIPS), 2020
Quan Kong
Wen Wei
Ziwei Deng
Tomoaki Yoshinaga
Tomokazu Murakami
SSL
207
55
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28 Oct 2020
Self-supervised Co-training for Video Representation Learning
Neural Information Processing Systems (NeurIPS), 2020
Tengda Han
Weidi Xie
Andrew Zisserman
SSL
483
368
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19 Oct 2020
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning
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Majid Mirmehdi
T. Burghardt
394
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14 Oct 2020
MS
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L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition
Lilang Lin
Sijie Song
Wenhan Yang
Jiaying Liu
SSL
219
229
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12 Oct 2020
Representation learning from videos in-the-wild: An object-centric approach
Rob Romijnders
Aravindh Mahendran
Michael Tschannen
Josip Djolonga
Marvin Ritter
N. Houlsby
Mario Lucic
OCL
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279
8
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06 Oct 2020
Hard Negative Mixing for Contrastive Learning
Neural Information Processing Systems (NeurIPS), 2020
Yannis Kalantidis
Mert Bulent Sariyildiz
Noé Pion
Philippe Weinzaepfel
Diane Larlus
SSL
520
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02 Oct 2020
Sense and Learn: Self-Supervision for Omnipresent Sensors
Aaqib Saeed
Victor Ungureanu
Beat Gfeller
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137
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28 Sep 2020
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations
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Lingxiao Jiang
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490
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06 Sep 2020
A Survey on Machine Learning from Few Samples
Pattern Recognition (Pattern Recognit.), 2020
Jiang Lu
Pinghua Gong
Jieping Ye
Jianwei Zhang
Changshu Zhang
322
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06 Sep 2020
Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning
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Jürgen Brauer
211
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04 Sep 2020
Self-supervised Video Representation Learning by Uncovering Spatio-temporal Statistics
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Jiangliu Wang
Jianbo Jiao
Linchao Bao
Shengfeng He
Wei Liu
Yunhui Liu
SSL
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199
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31 Aug 2020
Uncertainty-aware Self-supervised 3D Data Association
Jianren Wang
Siddharth Ancha
Yi-Ting Chen
David Held
3DPC
137
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Self-supervised Video Representation Learning by Pace Prediction
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Jianbo Jiao
Yunhui Liu
SSL
AI4TS
248
251
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13 Aug 2020
We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos
European Conference on Computer Vision (ECCV), 2020
A. Andonian
Camilo Luciano Fosco
Mathew Monfort
Allen Lee
Rogerio Feris
Carl Vondrick
A. Oliva
126
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12 Aug 2020
Spatiotemporal Contrastive Video Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Rui Qian
Tianjian Meng
Boqing Gong
Ming-Hsuan Yang
Jian Shu
Serge J. Belongie
Huayu Chen
SSL
AI4TS
409
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09 Aug 2020
Exploring Relations in Untrimmed Videos for Self-Supervised Learning
Dezhao Luo
Bo Fang
Can Ma
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Dayan Wu
Weiping Wang
223
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06 Aug 2020
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework
ACM Multimedia (ACM MM), 2020
Li Tao
Xueting Wang
T. Yamasaki
SSL
336
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0
06 Aug 2020
Self-supervised Temporal Discriminative Learning for Video Representation Learning
Jinpeng Wang
Yiqi Lin
A. J. Ma
Pong C. Yuen
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149
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Learning Visual Representations with Caption Annotations
Mert Bulent Sariyildiz
J. Perez
Diane Larlus
VLM
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254
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04 Aug 2020
Memory-augmented Dense Predictive Coding for Video Representation Learning
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Weidi Xie
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310
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Predicting What You Already Know Helps: Provable Self-Supervised Learning
Jason D. Lee
Qi Lei
Nikunj Saunshi
Jiacheng Zhuo
SSL
362
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Learning Video Representations from Textual Web Supervision
Jonathan C. Stroud
Zhichao Lu
Chen Sun
Gaowen Liu
Rahul Sukthankar
Cordelia Schmid
David A. Ross
SSL
245
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29 Jul 2020
Representation Learning with Video Deep InfoMax
R. Devon Hjelm
Philip Bachman
SSL
MDE
269
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27 Jul 2020
Video Representation Learning by Recognizing Temporal Transformations
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Givi Meishvili
Paolo Favaro
408
142
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21 Jul 2020
Hierarchical Contrastive Motion Learning for Video Action Recognition
Xitong Yang
Xiaodong Yang
Sifei Liu
Deqing Sun
L. Davis
Jan Kautz
SSL
290
15
0
20 Jul 2020
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action Recognition
European Conference on Computer Vision (ECCV), 2020
Chenyang Si
Xuecheng Nie
Wei Wang
Liang Wang
Tieniu Tan
Jiashi Feng
SSL
214
75
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12 Jul 2020
Self-Supervised MultiModal Versatile Networks
Jean-Baptiste Alayrac
Adrià Recasens
R. Schneider
Relja Arandjelović
Jason Ramapuram
J. Fauw
Lucas Smaira
Sander Dieleman
Andrew Zisserman
SSL
423
400
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29 Jun 2020
Unsupervised Learning of Video Representations via Dense Trajectory Clustering
P. Tokmakov
M. Hebert
Cordelia Schmid
SSL
104
22
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28 Jun 2020
Learning Goals from Failure
Dave Epstein
Carl Vondrick
170
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28 Jun 2020
Video Representation Learning with Visual Tempo Consistency
Ceyuan Yang
Yinghao Xu
Bo Dai
Bolei Zhou
160
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Counting Out Time: Class Agnostic Video Repetition Counting in the Wild
Debidatta Dwibedi
Y. Aytar
Jonathan Tompson
P. Sermanet
Andrew Zisserman
AI4TS
197
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Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning
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191
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Andrew Rouditchenko
Angie Boggust
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Brian Chen
D. Joshi
...
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Brian Kingsbury
M. Picheny
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James R. Glass
SSL
245
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Video Understanding as Machine Translation
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Lorenzo Torresani
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208
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VisualEchoes: Spatial Image Representation Learning through Echolocation
European Conference on Computer Vision (ECCV), 2020
Ruohan Gao
Changan Chen
Ziad Al-Halah
Carl Schissler
Kristen Grauman
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467
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04 May 2020
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?
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Abhinav Shukla
Stavros Petridis
Maja Pantic
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417
33
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04 May 2020
Audio-Visual Instance Discrimination with Cross-Modal Agreement
Computer Vision and Pattern Recognition (CVPR), 2020
Pedro Morgado
Nuno Vasconcelos
Ishan Misra
SSL
317
296
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27 Apr 2020
Self-Supervised training for blind multi-frame video denoising
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Valéry Dewil
J. Anger
Axel Davy
T. Ehret
Pablo Arias
Gabriele Facciolo
501
41
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15 Apr 2020
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