Unsupervised Visual Representation Learning by Context Prediction

19 May 2015

Papers citing "Unsupervised Visual Representation Learning by Context Prediction"

21 / 721 papers shown

Title
Quad-networks: unsupervised learning to rank for interest point detection Nikolay Savinov Akihito Seki Lubor Ladicky Torsten Sattler Marc Pollefeys 3DPC 24 172 0 22 Nov 2016
Self-Supervised Video Representation Learning With Odd-One-Out Networks Basura Fernando Hakan Bilen E. Gavves Stephen Gould SSL 19 450 0 21 Nov 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 27 150 0 19 Nov 2016
Learning to Perform Physics Experiments via Deep Reinforcement Learning Misha Denil Pulkit Agrawal Tejas D. Kulkarni Tom Erez Peter W. Battaglia Nando de Freitas AI4CE 46 338 0 06 Nov 2016
Pose from Action: Unsupervised Learning of Pose Features based on Motion Senthil Purushwalkam Abhinav Gupta SSL 29 23 0 18 Sep 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 100 1,462 0 08 Sep 2016
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 62 671 0 30 Aug 2016
Unsupervised Learning from Continuous Video in a Scalable Predictive Recurrent Network Filip Piekniewski Patryk A. Laurent Csaba Petre Micah Richert Dimitry Fisher Todd Hylton 17 17 0 22 Jul 2016
An Uncertain Future: Forecasting from Static Images using Variational Autoencoders Jacob Walker Carl Doersch Abhinav Gupta M. Hebert VGen 15 512 0 25 Jun 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 106 4,212 0 12 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 55 141 0 31 May 2016
Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data Jing Wang Yu Cheng Rogerio Feris EgoV CVBM 22 115 0 21 Apr 2016
Modeling Visual Compatibility through Hierarchical Mid-level Elements José Oramas Tinne Tuytelaars 8 21 0 31 Mar 2016
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification Ishan Misra C. L. Zitnick M. Hebert SSL 28 66 0 28 Mar 2016
Learning Representations for Automatic Colorization Gustav Larsson Michael Maire Gregory Shakhnarovich VLM SSL 34 1,010 0 22 Mar 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xueliang Wang Abhinav Gupta GAN 31 617 0 17 Mar 2016
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes Satwik Kottur Ramakrishna Vedantam José M. F. Moura Devi Parikh VLM 30 85 0 22 Nov 2015
Data-dependent Initializations of Convolutional Neural Networks Philipp Krahenbuhl Carl Doersch Jeff Donahue Trevor Darrell VLM 47 202 0 21 Nov 2015
Learning visual groups from co-occurrences in space and time Phillip Isola Daniel Zoran Dilip Krishnan Edward H. Adelson 22 121 0 21 Nov 2015
Unsupervised Learning of Edges Yin Li Manohar Paluri James M. Rehg Piotr Dollár SSL 21 91 0 13 Nov 2015
Unsupervised Learning of Visual Representations using Videos Xueliang Wang Abhinav Gupta SSL 44 232 0 04 May 2015