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

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

21 June 2016

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

18 / 68 papers shown

Title
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning Jiuxiang Gu Jianfei Cai G. Wang Tsuhan Chen 167 184 0 11 Sep 2017
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled ImagesIEEE International Conference on Computer Vision (ICCV), 2017 Avi Singh Larry Yang Sergey Levine 115 23 0 07 Aug 2017
Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural NetworkComputer Vision and Pattern Recognition (CVPR), 2017 Xiao Yang Ersin Yumer P. Asente Mike Kraley Daniel Kifer C. Lee Giles 132 239 0 07 Jun 2017
Semi-Supervised Phoneme Recognition with Recurrent Ladder NetworksInternational Conference on Artificial Neural Networks (ICANN), 2017 M. Tietz Tayfun Alpay Johannes Twiefel S. Wermter SSL 62 4 0 07 Jun 2017
Image Segmentation by Iterative Inference from Conditional Score Estimation Adriana Romero M. Drozdzal Akram Erraqabi S. Jégou Yoshua Bengio 83 10 0 21 May 2017
Weakly-Supervised Spatial Context Networks Zuxuan Wu L. Davis Leonid Sigal SSL 3DPC 96 1 0 10 Apr 2017
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural NetworksNeural Information Processing Systems (NeurIPS), 2017 Mateusz Koziñski Loïc Simon F. Jurie GAN 88 18 0 08 Feb 2017
Learning from Simulated and Unsupervised Images through Adversarial TrainingComputer Vision and Pattern Recognition (CVPR), 2016 A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 165 1,849 0 22 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Shouqing Yang Omid Poursaeed John E. Hopcroft Serge J. Belongie GAN 235 462 0 13 Dec 2016
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events Evan Racah Christopher Beckham Tegan Maharaj Samira Ebrahimi Kahou P. Prabhat C. Pal 227 18 0 07 Dec 2016
Generalizing Skills with Semi-Supervised Reinforcement Learning Chelsea Finn Tianhe Yu Justin Fu Pieter Abbeel Sergey Levine OffRL SSL 162 69 0 01 Dec 2016
Learning to Navigate in Complex Environments Piotr Wojciech Mirowski Razvan Pascanu Fabio Viola Hubert Soyer Andy Ballard ... Ross Goroshin Laurent Sifre Koray Kavukcuoglu D. Kumaran R. Hadsell 346 919 0 11 Nov 2016
Semantic Noise Modeling for Better Representation Learning Hyo-Eun Kim Sangheum Hwang Dong Wang 20 1 0 04 Nov 2016
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural NetworksInternational Conference on Learning Representations (ICLR), 2016 Dan Hendrycks Kevin Gimpel UQCV 1.1K 3,811 0 07 Oct 2016
Energy-based Generative Adversarial Network Jiaqi Zhao Michaël Mathieu Yann LeCun GAN 370 1,132 0 11 Sep 2016
Densely Connected Convolutional NetworksComputer Vision and Pattern Recognition (CVPR), 2016 Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 1.6K 40,159 0 25 Aug 2016
Early Methods for Detecting Adversarial Images Dan Hendrycks Kevin Gimpel AAML 192 245 0 01 Aug 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 459 5,552 0 22 Dec 2015