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 / 18 papers shown

Title
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,774 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,453 0 02 Dec 2015
Deconstructing the Ladder Network Architecture Mohammad Pezeshki Linxi Fan Philemon Brakel Aaron Courville Yoshua Bengio 85 98 0 19 Nov 2015
Semi-Supervised Learning with Ladder Networks Antti Rasmus Harri Valpola Mikko Honkala Mathias Berglund T. Raiko SSL 111 1,373 0 09 Jul 2015
Inverting Visual Representations with Convolutional Networks Alexey Dosovitskiy Thomas Brox SSL FAtt 106 668 0 09 Jun 2015
Stacked What-Where Auto-encoders Jiaqi Zhao Michaël Mathieu Ross Goroshin Yann LeCun DiffM BDL 113 258 0 08 Jun 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 181 2,792 0 19 May 2015
Training Deeper Convolutional Networks with Deep Supervision Liwei Wang Chen-Yu Lee Zhuowen Tu Svetlana Lazebnik 70 194 0 11 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 471 43,368 0 11 Feb 2015
From neural PCA to deep unsupervised learning Harri Valpola BDL 95 185 0 28 Nov 2014
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 138 1,968 0 26 Nov 2014
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 354 2,244 0 18 Sep 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 509 43,732 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,622 0 04 Sep 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 303 14,717 0 20 Jun 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 616 15,913 0 12 Nov 2013
Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition Koray Kavukcuoglu MarcÁurelio Ranzato Yann LeCun 117 247 0 18 Oct 2010
Supervised Dictionary Learning Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro Andrew Zisserman 85 1,188 0 18 Sep 2008