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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"
44 / 344 papers shown
Order Matters: Shuffling Sequence Generation for Video Prediction
British Machine Vision Conference (BMVC), 2019
Junyan Wang
Bingzhang Hu
Yang Long
Yu Guan
137
13
0
20 Jul 2019
Contrastive Multiview Coding
European Conference on Computer Vision (ECCV), 2019
Yonglong Tian
Dilip Krishnan
Phillip Isola
SSL
740
2,615
0
13 Jun 2019
Boosting Few-Shot Visual Learning with Self-Supervision
IEEE International Conference on Computer Vision (ICCV), 2019
Spyros Gidaris
Andrei Bursuc
N. Komodakis
P. Pérez
Matthieu Cord
SSL
212
434
0
12 Jun 2019
Self-Supervised Learning for Contextualized Extractive Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Hong Wang
Xin Eric Wang
Wenhan Xiong
Mo Yu
Xiaoxiao Guo
Shiyu Chang
William Yang Wang
SSL
167
57
0
11 Jun 2019
Learning from Unlabelled Videos Using Contrastive Predictive Neural 3D Mapping
Adam W. Harley
S. K. Lakshmikanth
Fangyu Li
Xian Zhou
H. Tung
Katerina Fragkiadaki
SSL
352
5
0
10 Jun 2019
Evolving Losses for Unlabeled Video Representation Learning
A. Piergiovanni
A. Angelova
Michael S. Ryoo
SSL
167
7
0
07 Jun 2019
Unsupervised Learning from Video with Deep Neural Embeddings
Computer Vision and Pattern Recognition (CVPR), 2019
Chengxu Zhuang
Tianwei She
A. Andonian
Max Sobol Mark
Daniel L. K. Yamins
SSL
220
63
0
28 May 2019
Self-supervised Audio Spatialization with Correspondence Classifier
International Conference on Information Photonics (ICIP), 2019
Yu-Ding Lu
Hsin-Ying Lee
Hung-Yu Tseng
Ming-Hsuan Yang
127
26
0
14 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
A critical analysis of self-supervision, or what we can learn from a single image
International Conference on Learning Representations (ICLR), 2019
Yuki M. Asano
Christian Rupprecht
Andrea Vedaldi
SSL
342
151
0
30 Apr 2019
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks
Yauhen Babakhin
A. Sanakoyeu
Hirotoshi Kitamura
250
64
0
09 Apr 2019
Unsupervised learning of action classes with continuous temporal embedding
Anna Kukleva
Hilde Kuehne
Fadime Sener
Juergen Gall
201
125
0
08 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
187
217
0
07 Apr 2019
Unsupervised Deep Tracking
Ning Wang
Yibing Song
Chao Ma
Wen-gang Zhou
Wen Liu
Houqiang Li
207
352
0
03 Apr 2019
Self-Supervised Learning via Conditional Motion Propagation
Xiaohang Zhan
Xingang Pan
Ziwei Liu
Dahua Lin
Chen Change Loy
SSL
158
51
0
27 Mar 2019
High-Fidelity Image Generation With Fewer Labels
International Conference on Machine Learning (ICML), 2019
Mario Lucic
Michael Tschannen
Marvin Ritter
Xiaohua Zhai
Olivier Bachem
Sylvain Gelly
GAN
OOD
263
169
0
06 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey
Longlong Jing
Yingli Tian
SSL
418
1,914
0
16 Feb 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
242
141
0
02 Dec 2018
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction
Longlong Jing
Xiaodong Yang
Jingen Liu
Yingli Tian
191
165
0
28 Nov 2018
Self-Supervised GANs via Auxiliary Rotation Loss
Ting Chen
Xiaohua Zhai
Marvin Ritter
Mario Lucic
N. Houlsby
SSL
GAN
253
311
0
27 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
256
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
253
83
0
09 Nov 2018
Unsupervised Learning of View-invariant Action Representations
Junnan Li
Yongkang Wong
Qi Zhao
Mohan Kankanhalli
SSL
185
106
0
06 Sep 2018
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition
Unaiza Ahsan
Rishi Madhok
Irfan Essa
SSL
156
116
0
22 Aug 2018
Self-supervised learning of a facial attribute embedding from video
Olivia Wiles
A. Sophia Koepke
Andrew Zisserman
CVBM
SSL
185
139
0
21 Aug 2018
Unsupervised learning of foreground object detection
Ioana Croitoru
Simion-Vlad Bogolin
Marius Leordeanu
OCL
213
52
0
14 Aug 2018
Small Sample Learning in Big Data Era
Jun Shu
Zongben Xu
Deyu Meng
347
77
0
14 Aug 2018
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning
U. Büchler
Biagio Brattoli
Bjorn Ommer
OOD
SSL
143
120
0
30 Jul 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation
IEEE International Conference on Computer Vision (ICCV), 2018
Xu Ji
João F. Henriques
Andrea Vedaldi
SSL
VLM
479
918
0
17 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning
Aravindh Mahendran
James Thewlis
Andrea Vedaldi
SSL
200
65
0
15 Jul 2018
Human Action Recognition and Prediction: A Survey
International Journal of Computer Vision (IJCV), 2018
Yu Kong
Y. Fu
413
731
0
28 Jun 2018
Temporal coherence-based self-supervised learning for laparoscopic workflow analysis
Isabel Funke
Alexander C. Jenke
S. T. Mees
Jürgen Weitz
Stefanie Speidel
S. Bodenstedt
156
48
0
18 Jun 2018
Two Stream Self-Supervised Learning for Action Recognition
Ahmed Taha
Moustafa Meshry
Xitong Yang
Yi-Ting Chen
L. Davis
SSL
133
11
0
16 Jun 2018
Unsupervised Learning for Large-Scale Fiber Detection and Tracking in Microscopic Material Images
Hongkai Yu
Dazhou Guo
Zhipeng Yan
Wen Liu
Jeff P. Simmons
C. Przybyla
Song Wang
130
7
0
25 May 2018
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks
Gaurav Yengera
Didier Mutter
J. Marescaux
N. Padoy
167
75
0
22 May 2018
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification
Chenrui Zhang
Yuxin Peng
SSL
141
62
0
26 Apr 2018
Learning Image Representations by Completing Damaged Jigsaw Puzzles
Dahun Kim
Donghyeon Cho
Donggeun Yoo
In So Kweon
SSL
192
167
0
06 Feb 2018
DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks
Unaiza Ahsan
Chen Sun
Irfan Essa
GAN
136
50
0
22 Jan 2018
Self-Supervised Relative Depth Learning for Urban Scene Understanding
Huaizu Jiang
Erik Learned-Miller
Gustav Larsson
Michael Maire
Gregory Shakhnarovich
OOD
SSL
113
9
0
13 Dec 2017
Improvements to context based self-supervised learning
T. N. Mundhenk
Mark A. Lemley
Barry Y. Chen
SSL
246
124
0
17 Nov 2017
Generating Music Medleys via Playing Music Puzzle Games
Yu-Siang Huang
Szu-Yu Chou
Yi-Hsuan Yang
122
6
0
13 Sep 2017
Am I Done? Predicting Action Progress in Videos
Federico Becattini
Tiberio Uricchio
Lorenzo Seidenari
Lamberto Ballan
Marco Bertini
280
34
0
04 May 2017
ActionFlowNet: Learning Motion Representation for Action Recognition
Joe Yue-Hei Ng
Jonghyun Choi
J. Neumann
L. Davis
249
125
0
09 Dec 2016
Discriminatively Trained Latent Ordinal Model for Video Classification
Karan Sikka
Gaurav Sharma
179
11
0
08 Aug 2016
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