Learning to generate chairs with convolutional neural networks
作者： Alexey Dosovitskiy , Jost Tobias Springenberg , Thomas Brox , None
DOI: 10.1109/CVPR.2015.7298761
关键词:
摘要: … We have shown that supervised training of convolutional neural network can be used not only for standard discriminative tasks, but also for generating images given highlevel class, …
132.230.167.23参考文章(35)
Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang, Learning a Deep Convolutional Network for Image Super-Resolution european conference on computer vision. pp. 184- 199 ,(2014) , 10.1007/978-3-319-10593-2_13
Geoffrey E. Hinton, Ruslan Salakhutdinov, Deep Boltzmann machines international conference on artificial intelligence and statistics. pp. 448- 455 ,(2009)
Geoffrey E. Hinton, Ruslan Salakhutdinov, Learning a Nonlinear Embedding by Preserving Class Neighbourhood Structure international conference on artificial intelligence and statistics. pp. 412- 419 ,(2007)
Ce Liu, Jenny Yuen, Antonio Torralba, Josef Sivic, William T. Freeman, SIFT Flow: Dense Correspondence across Different Scenes Lecture Notes in Computer Science. pp. 28- 42 ,(2008) , 10.1007/978-3-540-88690-7_3
Matthew D. Zeiler, Rob Fergus, Visualizing and Understanding Convolutional Networks european conference on computer vision. pp. 818- 833 ,(2014) , 10.1007/978-3-319-10590-1_53
Thomas Brox, Andrés Bruhn, Nils Papenberg, Joachim Weickert, None, High Accuracy Optical Flow Estimation Based on a Theory for Warping european conference on computer vision. pp. 25- 36 ,(2004) , 10.1007/978-3-540-24673-2_3
Max Welling, Diederik P Kingma, Auto-Encoding Variational Bayes international conference on learning representations. ,(2014)
Marc'Aurelio Ranzato, Joshua Susskind, Volodymyr Mnih, Geoffrey Hinton, On deep generative models with applications to recognition CVPR 2011. pp. 2857- 2864 ,(2011) , 10.1109/CVPR.2011.5995710
Mathieu Aubry, Daniel Maturana, Alexei A. Efros, Bryan C. Russell, Josef Sivic, Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models computer vision and pattern recognition. pp. 3762- 3769 ,(2014) , 10.1109/CVPR.2014.487
Lucas Theis, Reshad Hosseini, Matthias Bethge, Mixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations PLOS ONE. ,vol. 7, pp. 1- 8 ,(2012) , 10.1371/JOURNAL.PONE.0039857