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Unsupervised Visual Representation Learning by Context Prediction
v1v2v3 (latest)

Unsupervised Visual Representation Learning by Context Prediction

IEEE International Conference on Computer Vision (ICCV), 2015
19 May 2015
Carl Doersch
Abhinav Gupta
Alexei A. Efros
    DRLSSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Visual Representation Learning by Context Prediction"

50 / 1,640 papers shown
Video Playback Rate Perception for Self-supervisedSpatio-Temporal
  Representation Learning
Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning
Yuan Yao
Chang-rui Liu
Dezhao Luo
Can Ma
QiXiang Ye
192
181
0
20 Jun 2020
Supervision Accelerates Pre-training in Contrastive Semi-Supervised
  Learning of Visual Representations
Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations
Mahmoud Assran
Nicolas Ballas
Lluis Castrejon
Michael G. Rabbat
SSL
119
3
0
18 Jun 2020
Tent: Fully Test-time Adaptation by Entropy Minimization
Tent: Fully Test-time Adaptation by Entropy Minimization
Yi Xu
Evan Shelhamer
Shaoteng Liu
Bruno A. Olshausen
Trevor Darrell
OOD
774
58
0
18 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning
Online Deep Clustering for Unsupervised Representation Learning
Xiaohang Zhan
Jiahao Xie
Ziwei Liu
Yew-Soon Ong
Chen Change Loy
OOD
225
204
0
18 Jun 2020
Contrastive learning of global and local features for medical image
  segmentation with limited annotations
Contrastive learning of global and local features for medical image segmentation with limited annotations
K. Chaitanya
Ertunc Erdil
Neerav Karani
E. Konukoglu
SSL
364
630
0
18 Jun 2020
Self-supervised Learning on Graphs: Deep Insights and New Direction
Self-supervised Learning on Graphs: Deep Insights and New Direction
Wei Jin
Hanyu Wang
Haochen Liu
Yiqi Wang
Suhang Wang
Zitao Liu
Shucheng Zhou
SSL
247
196
0
17 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.2K
4,706
0
17 Jun 2020
Self-supervised Knowledge Distillation for Few-shot Learning
Self-supervised Knowledge Distillation for Few-shot Learning
Jathushan Rajasegaran
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
M. Shah
SSL
183
116
0
17 Jun 2020
Self-Supervised Representation Learning for Visual Anomaly Detection
Self-Supervised Representation Learning for Visual Anomaly Detection
Rabia Ali
Muhammad Umar Karim Khan
C. Kyung
SSL
111
18
0
17 Jun 2020
Visual Chirality
Visual Chirality
Zhiqiu Lin
Jin Sun
Abe Davis
Noah Snavely
115
35
0
16 Jun 2020
Self-supervised Learning: Generative or Contrastive
Self-supervised Learning: Generative or Contrastive
Xiao Liu
Fanjin Zhang
Zhenyu Hou
Zhaoyu Wang
Li Mian
Jing Zhang
Jie Tang
SSL
644
2,022
0
15 Jun 2020
MixMOOD: A systematic approach to class distribution mismatch in
  semi-supervised learning using deep dataset dissimilarity measures
MixMOOD: A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures
Saul Calderon-Ramirez
Luis Oala
J. Torrents-Barrena
Shengxiang-Yang
Armaghan Moemeni
Wojciech Samek
Miguel A. Molina-Cabello
203
10
0
14 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning
Bootstrap your own latent: A new approach to self-supervised LearningNeural Information Processing Systems (NeurIPS), 2020
Jean-Bastien Grill
Florian Strub
Florent Altché
Corentin Tallec
Pierre Harvey Richemond
...
M. G. Azar
Bilal Piot
Koray Kavukcuoglu
Rémi Munos
Michal Valko
SSL
1.6K
7,970
0
13 Jun 2020
DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action
  Recognition
DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action Recognition
Ziming Liu
Guangyu Gao
•. A. K. Qin
Jinyang Li
ViT
181
1
0
13 Jun 2020
Adversarial Self-Supervised Contrastive Learning
Adversarial Self-Supervised Contrastive LearningNeural Information Processing Systems (NeurIPS), 2020
Minseon Kim
Jihoon Tack
Sung Ju Hwang
SSL
257
275
0
13 Jun 2020
Rethinking the Value of Labels for Improving Class-Imbalanced Learning
Rethinking the Value of Labels for Improving Class-Imbalanced LearningNeural Information Processing Systems (NeurIPS), 2020
Yuzhe Yang
Zhi Xu
SSL
462
477
0
13 Jun 2020
Knowledge Distillation Meets Self-Supervision
Knowledge Distillation Meets Self-SupervisionEuropean Conference on Computer Vision (ECCV), 2020
Guodong Xu
Ziwei Liu
Xiaoxiao Li
Chen Change Loy
FedML
324
320
0
12 Jun 2020
Towards Robust Pattern Recognition: A Review
Towards Robust Pattern Recognition: A ReviewProceedings of the IEEE (Proc. IEEE), 2020
Xu-Yao Zhang
Cheng-Lin Liu
C. Suen
OODHAI
229
128
0
12 Jun 2020
VirTex: Learning Visual Representations from Textual Annotations
VirTex: Learning Visual Representations from Textual AnnotationsComputer Vision and Pattern Recognition (CVPR), 2020
Karan Desai
Justin Johnson
SSLVLM
564
470
0
11 Jun 2020
MatchGAN: A Self-Supervised Semi-Supervised Conditional Generative
  Adversarial Network
MatchGAN: A Self-Supervised Semi-Supervised Conditional Generative Adversarial NetworkAsian Conference on Computer Vision (ACCV), 2020
Jiaze Sun
Binod Bhattarai
Tae-Kyun Kim
GAN
197
11
0
11 Jun 2020
What makes instance discrimination good for transfer learning?
What makes instance discrimination good for transfer learning?International Conference on Learning Representations (ICLR), 2020
Nanxuan Zhao
Zhirong Wu
Rynson W. H. Lau
Stephen Lin
SSL
210
182
0
11 Jun 2020
Anti-Transfer Learning for Task Invariance in Convolutional Neural
  Networks for Speech Processing
Anti-Transfer Learning for Task Invariance in Convolutional Neural Networks for Speech Processing
E. Guizzo
Tillman Weyde
G. Tarroni
SSL
163
0
0
11 Jun 2020
Self-Supervised Learning Aided Class-Incremental Lifelong Learning
Self-Supervised Learning Aided Class-Incremental Lifelong Learning
Song Zhang
Gehui Shen
Jinsong Huang
Zhihong Deng
CLL
165
14
0
10 Jun 2020
Self-Supervised Relational Reasoning for Representation Learning
Self-Supervised Relational Reasoning for Representation LearningNeural Information Processing Systems (NeurIPS), 2020
Massimiliano Patacchiola
Amos Storkey
OODSSL
258
65
0
10 Jun 2020
An Overview of Deep Semi-Supervised Learning
An Overview of Deep Semi-Supervised Learning
Yassine Ouali
C´eline Hudelot
Myriam Tami
SSLHAI
420
341
0
09 Jun 2020
Unsupervised Transfer Learning with Self-Supervised Remedy
Unsupervised Transfer Learning with Self-Supervised Remedy
Jiabo Huang
S. Gong
SSL
235
2
0
08 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and
  Experimental Study
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study
Biao Gao
Yancheng Pan
Chengkun Li
Sibo Geng
Huijing Zhao
3DPC
312
27
0
08 Jun 2020
Self-supervising Fine-grained Region Similarities for Large-scale Image
  Localization
Self-supervising Fine-grained Region Similarities for Large-scale Image Localization
Yixiao Ge
Haibo Wang
Feng Zhu
Rui Zhao
Jiaming Song
SSL
229
190
0
06 Jun 2020
3D Self-Supervised Methods for Medical Imaging
3D Self-Supervised Methods for Medical Imaging
Aiham Taleb
W. Loetzsch
Noel Danz
Julius Severin
Thomas Gaertner
Benjamin Bergner
Christoph Lippert
SSL
411
242
0
06 Jun 2020
Self-supervised Training of Graph Convolutional Networks
Self-supervised Training of Graph Convolutional Networks
Qikui Zhu
Bo Du
Pingkun Yan
SSLGNN
124
45
0
03 Jun 2020
Probing Emergent Semantics in Predictive Agents via Question Answering
Probing Emergent Semantics in Predictive Agents via Question AnsweringInternational Conference on Machine Learning (ICML), 2020
Abhishek Das
Federico Carnevale
Hamza Merzic
Laura Rimell
R. Schneider
...
Alden Hung
Arun Ahuja
S. Clark
Greg Wayne
Felix Hill
228
18
0
01 Jun 2020
High-Fidelity Audio Generation and Representation Learning with Guided
  Adversarial Autoencoder
High-Fidelity Audio Generation and Representation Learning with Guided Adversarial AutoencoderIEEE Access (IEEE Access), 2020
Kazi Nazmul Haque
R. Rana
Björn W Schuller
DRL
298
13
0
01 Jun 2020
Motion2Vec: Semi-Supervised Representation Learning from Surgical Videos
Motion2Vec: Semi-Supervised Representation Learning from Surgical VideosIEEE International Conference on Robotics and Automation (ICRA), 2020
A. Tanwani
P. Sermanet
Andy Yan
Raghav V. Anand
Mariano Phielipp
Ken Goldberg
SSL
159
39
0
31 May 2020
Pseudo-Representation Labeling Semi-Supervised Learning
Pseudo-Representation Labeling Semi-Supervised Learning
Song-Bo Yang
Tian-li Yu
165
3
0
31 May 2020
Deepzzle: Solving Visual Jigsaw Puzzles with Deep Learning andShortest
  Path Optimization
Deepzzle: Solving Visual Jigsaw Puzzles with Deep Learning andShortest Path OptimizationIEEE Transactions on Image Processing (TIP), 2020
Marie-Morgane Paumard
David Picard
Hedi Tabia
160
53
0
26 May 2020
SCAN: Learning to Classify Images without Labels
SCAN: Learning to Classify Images without LabelsEuropean Conference on Computer Vision (ECCV), 2020
Wouter Van Gansbeke
Simon Vandenhende
Stamatios Georgoulis
Marc Proesmans
Luc Van Gool
VLMSSL
453
625
0
25 May 2020
One-Shot Unsupervised Cross-Domain Detection
One-Shot Unsupervised Cross-Domain Detection
A. DÍnnocente
Francesco Cappio Borlino
S. Bucci
Barbara Caputo
Tatiana Tommasi
ObjD
115
36
0
23 May 2020
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement
  and Data Generation
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation
Yizhe Zhu
Martin Renqiang Min
Asim Kadav
H. Graf
CoGeDRL
200
113
0
23 May 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences
  for Urban Scene Segmentation
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
Liang-Chieh Chen
Raphael Gontijo-Lopes
Bowen Cheng
Maxwell D. Collins
E. D. Cubuk
Barret Zoph
Hartwig Adam
Jonathon Shlens
374
75
0
20 May 2020
A Further Study of Unsupervised Pre-training for Transformer Based
  Speech Recognition
A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition
Dongwei Jiang
Wubo Li
Ruixiong Zhang
Miao Cao
Ne Luo
Yang Han
Wei Zou
Xiangang Li
SSL
214
31
0
20 May 2020
Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation
Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation
Shuhao Fu
Yongyi Lu
Yan Wang
Yuyin Zhou
Wei Shen
Elliot K. Fishman
Alan Yuille
OOD
301
162
0
18 May 2020
Detection and Retrieval of Out-of-Distribution Objects in Semantic
  Segmentation
Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation
Philipp Oberdiek
Matthias Rottmann
G. Fink
157
31
0
14 May 2020
Prototypical Contrastive Learning of Unsupervised Representations
Prototypical Contrastive Learning of Unsupervised Representations
Junnan Li
Pan Zhou
Caiming Xiong
Guosheng Lin
SSLDRL
726
1,107
0
11 May 2020
Does Visual Self-Supervision Improve Learning of Speech Representations
  for Emotion Recognition?
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?IEEE Transactions on Affective Computing (IEEE TAC), 2020
Abhinav Shukla
Stavros Petridis
Maja Pantic
SSL
426
33
0
04 May 2020
Seeing voices and hearing voices: learning discriminative embeddings
  using cross-modal self-supervision
Seeing voices and hearing voices: learning discriminative embeddings using cross-modal self-supervisionInterspeech (Interspeech), 2020
Soo-Whan Chung
Hong-Goo Kang
Joon Son Chung
SSL
179
43
0
29 Apr 2020
Audio-Visual Instance Discrimination with Cross-Modal Agreement
Audio-Visual Instance Discrimination with Cross-Modal AgreementComputer Vision and Pattern Recognition (CVPR), 2020
Pedro Morgado
Nuno Vasconcelos
Ishan Misra
SSL
330
297
0
27 Apr 2020
Supervised Contrastive Learning
Supervised Contrastive Learning
Prannay Khosla
Piotr Teterwak
Chen Wang
Aaron Sarna
Yonglong Tian
Phillip Isola
Aaron Maschinot
Ce Liu
Dilip Krishnan
SSL
991
5,627
0
23 Apr 2020
Self-supervised Learning for Astronomical Image Classification
Self-supervised Learning for Astronomical Image Classification
A. Martinazzo
M. Espadoto
N. Hirata
SSL
200
13
0
23 Apr 2020
Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D
  Object Recognition
Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition
Mohammad Reza Loghmani
Yu Sun
Eric Tzeng
Trevor Darrell
Alexei A. Efros
Markus Vincze
172
34
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Self-Supervised Feature Extraction for 3D Axon Segmentation
Self-Supervised Feature Extraction for 3D Axon Segmentation
Tzofi Klinghoffer
Peter Morales
Young-Gyun Park
Nicholas Evans
Kwanghun Chung
L. Brattain
3DPC
144
20
0
20 Apr 2020
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