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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
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
Deep Multimodal Feature Encoding for Video Ordering
Vivek Sharma
Makarand Tapaswi
Rainer Stiefelhagen
171
11
0
05 Apr 2020
Clustering based Contrastive Learning for Improving Face Representations
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2020
Vivek Sharma
Makarand Tapaswi
M. Sarfraz
Rainer Stiefelhagen
CVBM
SSL
206
52
0
05 Apr 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
365
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
224
53
0
09 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
Evolving Losses for Unsupervised Video Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2020
A. Piergiovanni
A. Angelova
Michael S. Ryoo
SSL
211
145
0
26 Feb 2020
MAST: A Memory-Augmented Self-supervised Tracker
Computer Vision and Pattern Recognition (CVPR), 2020
Zihang Lai
Erika Lu
Weidi Xie
VOS
269
199
0
18 Feb 2020
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2020
Jonathan Munro
Dima Damen
EgoV
263
227
0
27 Jan 2020
Audiovisual SlowFast Networks for Video Recognition
Fanyi Xiao
Yong Jae Lee
Kristen Grauman
Jitendra Malik
Christoph Feichtenhofer
590
230
0
23 Jan 2020
Learning Spatiotemporal Features via Video and Text Pair Discrimination
Tianhao Li
Limin Wang
VGen
132
60
0
16 Jan 2020
Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2020
Lulu Tang
Ke Chen
Chaozheng Wu
Yu Hong
Kui Jia
Zhixin Yang
3DPC
125
26
0
14 Jan 2020
Visually Guided Self Supervised Learning of Speech Representations
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Abhinav Shukla
Konstantinos Vougioukas
Pingchuan Ma
Stavros Petridis
Maja Pantic
SSL
166
29
0
13 Jan 2020
Few-shot Action Recognition with Permutation-invariant Attention
Hongguang Zhang
Li Zhang
Xiaojuan Qi
Hongdong Li
Juil Sock
Piotr Koniusz
130
3
0
12 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
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
587
754
0
13 Dec 2019
ClusterFit: Improving Generalization of Visual Representations
Computer Vision and Pattern Recognition (CVPR), 2019
Xueting Yan
Ishan Misra
Abhinav Gupta
Deepti Ghadiyaram
D. Mahajan
SSL
VLM
304
137
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
339
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
481
461
0
28 Nov 2019
Exploring Frequency Domain Interpretation of Convolutional Neural Networks
Zhongfan Jia
Chenglong Bao
Kaisheng Ma
FAtt
171
1
0
27 Nov 2019
Oops! Predicting Unintentional Action in Video
Computer Vision and Pattern Recognition (CVPR), 2019
Dave Epstein
Boyuan Chen
Carl Vondrick
199
110
0
25 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
Form2Fit: Learning Shape Priors for Generalizable Assembly from Disassembly
IEEE International Conference on Robotics and Automation (ICRA), 2019
Kevin Zakka
Andy Zeng
Johnny Lee
Shuran Song
3DPC
250
117
0
30 Oct 2019
Self-supervised learning of class embeddings from video
Olivia Wiles
A. Sophia Koepke
Andrew Zisserman
SSL
114
6
0
28 Oct 2019
Self-Supervised Sim-to-Real Adaptation for Visual Robotic Manipulation
IEEE International Conference on Robotics and Automation (ICRA), 2019
Rae Jeong
Y. Aytar
D. Khosid
Yuxiang Zhou
Jackie Kay
Thomas Lampe
Konstantinos Bousmalis
F. Nori
SSL
145
67
0
21 Oct 2019
Retro-Actions: Learning 'Close' by Time-Reversing Ópen' Videos
Will Price
Dima Damen
89
10
0
20 Sep 2019
Video Representation Learning by Dense Predictive Coding
Tengda Han
Weidi Xie
Andrew Zisserman
SSL
315
384
0
10 Sep 2019
Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging
Tong Zhang
Laurence H. Jackson
A. Uus
J. Clough
L. Story
M. Rutherford
Joseph V. Hajnal
Maria Deprez
77
6
0
28 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
342
192
0
20 Aug 2019
Multi-Task Self-Supervised Learning for Disfluency Detection
AAAI Conference on Artificial Intelligence (AAAI), 2019
Shaolei Wang
Wanxiang Che
Qi Liu
Pengda Qin
Ting Liu
William Yang Wang
SSL
154
56
0
15 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
293
312
0
27 Jul 2019
Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments
Evan Racah
C. Pal
SSL
154
3
0
27 Jun 2019
Self-supervised audio representation learning for mobile devices
Marco Tagliasacchi
Beat Gfeller
Félix de Chaumont Quitry
Dominik Roblek
SSL
AI4TS
157
47
0
24 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2019
Priya Goyal
D. Mahajan
Abhinav Gupta
Ishan Misra
SSL
347
422
0
03 May 2019
Self-supervised Learning for Video Correspondence Flow
British Machine Vision Conference (BMVC), 2019
Zihang Lai
Weidi Xie
VOS
397
50
0
02 May 2019
Large Scale Holistic Video Understanding
Ali Diba
Mohsen Fayyaz
Vivek Sharma
Manohar Paluri
Jurgen Gall
Rainer Stiefelhagen
Luc Van Gool
252
36
0
25 Apr 2019
DynamoNet: Dynamic Action and Motion Network
Ali Diba
Vivek Sharma
Luc Van Gool
Rainer Stiefelhagen
149
119
0
25 Apr 2019
Temporal Cycle-Consistency Learning
Debidatta Dwibedi
Y. Aytar
Jonathan Tompson
P. Sermanet
Andrew Zisserman
SSL
AI4TS
253
296
0
16 Apr 2019
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
174
217
0
07 Apr 2019
Inferring Dynamic Representations of Facial Actions from a Still Image
Siyang Song
Enrique Sánchez-Lozano
Linlin Shen
A. Johnston
Michel Valstar
138
6
0
04 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos
Shu Kong
Charless C. Fowlkes
199
16
0
02 Apr 2019
Self-Supervised Learning of Face Representations for Video Face Clustering
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2019
Vivek Sharma
Makarand Tapaswi
M. Sarfraz
Rainer Stiefelhagen
SSL
CVBM
276
52
0
03 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey
Longlong Jing
Yingli Tian
SSL
416
1,903
0
16 Feb 2019
Boosting Standard Classification Architectures Through a Ranking Regularizer
Ahmed Taha
Yi-Ting Chen
Teruhisa Misu
Abhinav Shrivastava
L. Davis
160
19
0
24 Jan 2019
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
237
141
0
02 Dec 2018
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction
Longlong Jing
Xiaodong Yang
Jingen Liu
Yingli Tian
190
165
0
28 Nov 2018
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles
AAAI Conference on Artificial Intelligence (AAAI), 2018
Dahun Kim
Donghyeon Cho
In So Kweon
SSL
236
363
0
24 Nov 2018
Cross and Learn: Cross-Modal Self-Supervision
German Conference on Pattern Recognition (DAGM), 2018
Nawid Sayed
Biagio Brattoli
Bjorn Ommer
SSL
243
83
0
09 Nov 2018
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