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In this paper, we propose an effective face completion algorithm using a deep generative model.
Image inpainting
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Curriculum learning
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Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion
P. Vincent, H. Larochelle, I. Lajoie, Y. Bengio, and P.-A. Manzagol · 2010
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From learning models of natural image patches to whole image restoration
D. Zoran and Y. Weiss · 2011
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Interactive facial feature localization
V. Le, J. Brandt, Z. Lin, L. Bourdev, and T. S. Huang · 2012
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Auto-encoding variational bayes
D. P. Kingma and M. Welling · 2013
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Exemplar-based face parsing
B. M. Smith, L. Zhang, J. Brandt, Z. Lin, and J. Yang · 2013
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Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
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Image completion using planar structure guidance
J.-B. Huang, S. B. Kang, N. Ahuja, and J. Kopf · 2014
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Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Openface: A general-purpose face recognition library with mobile applications
B. Amos, B. Ludwiczuk, and M. Satyanarayanan · 2016
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Generating images with perceptual similarity metrics based on deep networks
A. Dosovitskiy and T. Brox · 2016
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Inverting visual representations with convolutional networks
A. Dosovitskiy and T. Brox · 2016
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Autoencoding beyond pixels using a learned similarity metric
A. Larsen, S. Sønderby, and O. Winther · 2016
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Context encoders: Feature learning by inpainting
D. Pathak, P. Krähenbühl, J. Donahue, T. Darrell, and A. A. Efros · 2016
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Unsupervised representation learning with deep convolutional generative adversarial networks
A. Radford, L. Metz, and S. Chintala · 2016
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Multi-objective convolutional learning for face labeling
S. Liu, J. Yang, C. Huang, and M.-H. Yang · 2015
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Deep learning face attributes in the wild
Z. Liu, P. Luo, X. Wang, and X. Tang · 2015
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Fully convolutional networks for semantic segmentation
J. Long, E. Shelhamer, and T. Darrell · 2015
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Shepard convolutional neural networks
J. S. Ren, L. Xu, Q. Yan, and W. Sun · 2015
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Pixel recurrent neural networks
A. Van den Oord, N. Nal Kalchbrenner, and K. Kavukcuoglu · 2016
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Generative image modeling using style and structure adversarial networks
X. Wang and A. Gupta · 2016
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Object contour detection with a fully convolutional encoder-decoder network
J. Yang, B. Price, S. Cohen, H. Lee, and M.-H. Yang · 2016
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