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Unsupervised Visual Representation Learning by Context Prediction

IEEE International Conference on Computer Vision (ICCV), 2015

19 May 2015

Papers citing "Unsupervised Visual Representation Learning by Context Prediction"

50 / 1,639 papers shown

Unsupervised Natural Image Patch LearningComputational Visual Media (CVM), 2018

Daniel Cohen-Or

154

28 Jun 2018

Tracking Emerges by Colorizing Videos

Carl Vondrick

298

395

25 Jun 2018

On Machine Learning and Structure for Mobile Robots

Markus Wulfmeier

130

15 Jun 2018

Improving Cytoarchitectonic Segmentation of Human Brain Areas with Self-supervised Siamese Networks

129

13 Jun 2018

Self-Supervised Feature Learning by Learning to Spot Artifacts

Simon Jenni

Paolo Favaro

SSL

344

130

13 Jun 2018

A Classification approach towards Unsupervised Learning of Visual Representations

Aditya Vora

SSL

01 Jun 2018

Playing hard exploration games by watching YouTube

David Budden

216

279

29 May 2018

Pointly-Supervised Action Localization

Pascal Mettes

Cees G. M. Snoek

3DPC

174

29 May 2018

Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks

166

22 May 2018

On Learning Associations of Faces and Voices

Changil Kim

Hijung Valentina Shin

220

15 May 2018

Fighting Fake News: Image Splice Detection via Learned Self-Consistency

448

440

10 May 2018

Deep Nets: What have they ever done for Vision?

Alan Yuille

Chenxi Liu

488

106

10 May 2018

Tile2Vec: Unsupervised representation learning for spatially distributed data

237

228

08 May 2018

Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

2.0K

3,775

05 May 2018

Learnable PINs: Cross-Modal Embeddings for Person Identity

202

162

02 May 2018

Boosting Self-Supervised Learning via Knowledge Transfer

462

313

01 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

26 Apr 2018

Actor and Observer: Joint Modeling of First and Third-Person Videos

224

178

25 Apr 2018

Taskonomy: Disentangling Task Transfer Learning

Silvio Savarese

441

1,329

23 Apr 2018

ConnNet: A Long-Range Relation-Aware Pixel-Connectivity Network for Salient SegmentationIEEE Transactions on Image Processing (IEEE TIP), 2018

Michael C. Kampffmeyer

Nanqing Dong

Xiaodan Liang

Yujia Zhang

Eric Xing

138

20 Apr 2018

Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

Andrew Owens

Alexei A. Efros

SSL

589

796

10 Apr 2018

Learning Pose Specific Representations by Predicting Different Views

190

10 Apr 2018

The Sound of Pixels

Hang Zhao

Chuang Gan

Andrew Rouditchenko

Carl Vondrick

Josh H. McDermott

Antonio Torralba

VLM

414

575

09 Apr 2018

Associative Compression Networks for Representation Learning

215

06 Apr 2018

Ensemble Manifold Segmentation for Model Distillation and Semi-supervised Learning

Dengxin Dai

Wen Li

Till Kroeger

Luc Van Gool

06 Apr 2018

Self-supervised Learning of Geometrically Stable Features Through Probabilistic Introspection

Andrea Vedaldi

199

04 Apr 2018

Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input

Antonio Torralba

241

207

04 Apr 2018

Class Subset Selection for Transfer Learning using Submodularity

156

30 Mar 2018

Mining on Manifolds: Metric Learning without Labels

206

119

29 Mar 2018

Who Let The Dogs Out? Modeling Dog Behavior From Visual Data

232

28 Mar 2018

Unsupervised Representation Learning by Predicting Image Rotations

1.3K

3,505

21 Mar 2018

Modeling Camera Effects to Improve Visual Learning from Synthetic Data

Alexandra Carlson

Katherine A. Skinner

Ram Vasudevan

Matthew Johnson-Roberson

279

21 Mar 2018

Learning Unsupervised Visual Grounding Through Semantic Self-Supervision

196

17 Mar 2018

Learning to Segment via Cut-and-Paste

Tal Remez

Jonathan Huang

Matthew A. Brown

180

106

16 Mar 2018

Leveraging Unlabeled Data for Crowd Counting by Learning to Rank

168

301

08 Mar 2018

An efficient framework for learning sentence representations

Lajanugen Logeswaran

Honglak Lee

195

564

07 Mar 2018

Unsupervised Learning of Face Representations

104

03 Mar 2018

Deep Unsupervised Learning of Visual Similarities

A. Sanakoyeu

Miguel Angel Bautista

Bjorn Ommer

SSL DRL

110

22 Feb 2018

Learning Image Representations by Completing Damaged Jigsaw Puzzles

In So Kweon

189

167

06 Feb 2018

Neural Algebra of Classifiers

141

26 Jan 2018

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

2.6K

15,288

11 Jan 2018

Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video

294

23 Dec 2017

Learning Sight from Sound: Ambient Sound Provides Supervision for Visual LearningInternational Journal of Computer Vision (IJCV), 2017

Andrew Owens

Jiajun Wu

Josh H. McDermott

William T. Freeman

Antonio Torralba

SSL

266

170

20 Dec 2017

338

554

18 Dec 2017

Self-Supervised Relative Depth Learning for Urban Scene Understanding

Gregory Shakhnarovich

OOD SSL

113

13 Dec 2017

Disentangled Person Image Generation

Liqian Ma

Qianru Sun

Stamatios Georgoulis

Luc Van Gool

Bernt Schiele

Mario Fritz

CoGe

379

450

07 Dec 2017

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation

Xiaohang Zhan

135

02 Dec 2017

Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery

Zhongzheng Ren

Yong Jae Lee

SSL OOD

217

216

24 Nov 2017

Improvements to context based self-supervised learning

243

124

17 Nov 2017

Interpreting Deep Visual Representations via Network Dissection

Antonio Torralba

249

351

15 Nov 2017