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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"

39 / 1,639 papers shown

Object-Centric Representation Learning from Unlabeled Videos

Ruohan Gao

Dinesh Jayaraman

Kristen Grauman

189

01 Dec 2016

Understanding image motion with group representations

122

01 Dec 2016

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction

355

689

29 Nov 2016

Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections

Chunhua Shen

154

28 Nov 2016

Quad-networks: unsupervised learning to rank for interest point detection

Marc Pollefeys

238

182

22 Nov 2016

Self-Supervised Video Representation Learning With Odd-One-Out Networks

328

464

21 Nov 2016

Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks

149

159

19 Nov 2016

Learning to Perform Physics Experiments via Deep Reinforcement Learning

302

331

06 Nov 2016

Deep unsupervised learning through spatial contrasting

185

02 Oct 2016

Pose from Action: Unsupervised Learning of Pose Features based on Motion

Senthil Purushwalkam

Abhinav Gupta

SSL

140

18 Sep 2016

Generating Videos with Scene Dynamics

Carl Vondrick

Hamed Pirsiavash

Antonio Torralba

GAN VGen

482

1,548

08 Sep 2016

CliqueCNN: Deep Unsupervised Exemplar Learning

Miguel Angel Bautista

A. Sanakoyeu

Ekaterina Tikhoncheva

Bjorn Ommer

SSL

180

116

31 Aug 2016

What makes ImageNet good for transfer learning?

361

699

30 Aug 2016

Unsupervised Learning from Continuous Video in a Scalable Predictive Recurrent Network

174

22 Jul 2016

Learning the semantic structure of objects from Web supervision

David Novotny

Diane Larlus

Andrea Vedaldi

OCL

231

05 Jul 2016

An Uncertain Future: Forecasting from Static Images using Variational AutoencodersEuropean Conference on Computer Vision (ECCV), 2016

295

522

25 Jun 2016

Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification

228

145

21 Jun 2016

Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning

359

1,209

14 Jun 2016

InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

Pieter Abbeel

677

4,412

12 Jun 2016

Asynchrony begets Momentum, with an Application to Deep LearningAllerton Conference on Communication, Control, and Computing (Allerton), 2016

Jeff Donahue

Philipp Krahenbuhl

Stefan Hadjis

Christopher Ré

467

1,884

31 May 2016

Leveraging Visual Question Answering for Image-Caption Ranking

Xiaoyu Lin

Devi Parikh

CoGe

265

04 May 2016

Context Encoders: Feature Learning by Inpainting

382

5,614

25 Apr 2016

Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data

204

116

21 Apr 2016

Joint Unsupervised Learning of Deep Representations and Image Clusters

Jianwei Yang

Devi Parikh

Dhruv Batra

SSL

249

864

13 Apr 2016

The Curious Robot: Learning Visual Representations via Physical Interactions

268

192

05 Apr 2016

Modeling Visual Compatibility through Hierarchical Mid-level Elements

José Oramas

Tinne Tuytelaars

31 Mar 2016

Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

M. Noroozi

Paolo Favaro

SSL

755

3,165

30 Mar 2016

Shuffle and Learn: Unsupervised Learning using Temporal Order Verification

161

28 Mar 2016

Colorful Image Colorization

Richard Y. Zhang

Phillip Isola

Alexei A. Efros

625

3,662

28 Mar 2016

Learning Representations for Automatic Colorization

Gustav Larsson

Michael Maire

Gregory Shakhnarovich

VLM SSL

422

1,043

22 Mar 2016

Generative Image Modeling using Style and Structure Adversarial Networks

Xinyu Wang

Abhinav Gupta

GAN

256

634

17 Mar 2016

Unsupervised High-level Feature Learning by Ensemble Projection for Semi-supervised Image Classification and Image Clustering

Dengxin Dai

Luc Van Gool

163

02 Feb 2016

Visually Indicated Sounds

Antonio Torralba

William T. Freeman

365

406

28 Dec 2015

Recent Advances in Convolutional Neural Networks

Jiuxiang Gu

...

Jianfei Cai

703

5,704

22 Dec 2015

Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes

Devi Parikh

278

22 Nov 2015

Data-dependent Initializations of Convolutional Neural Networks

331

206

21 Nov 2015

Learning visual groups from co-occurrences in space and time

143

126

21 Nov 2015

Unsupervised Learning of Edges

Yin Li

Manohar Paluri

James M. Rehg

Piotr Dollár

SSL

177

13 Nov 2015

Unsupervised Learning of Visual Representations using Videos

Xinyu Wang

Abhinav Gupta

SSL

260

231

04 May 2015