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This paper introduces a novel approach to texture synthesis based on generative adversarial networks (GAN) (Goodfellow et al., 2014).
Texture synthesis by non-parametric sampling
Efros, Alexei A. and Leung, Thomas K · 1999
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A parametric texture model based on joint statistics of complex wavelet coefficients
Portilla, Javier and Simoncelli, Eero P · 2000
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Image quilting for texture synthesis and transfer
Efros, Alexei A. and Freeman, William T · 2001
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Texture compression
Georgiadis, G., Chiuso, A., and Soatto, S · 2013
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Spatial pattern templates for recognition of objects with regular structure
Radim Tyleček, Radim Šára · 2013
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Describing textures in the wild
Cimpoi, M., Maji, S., Kokkinos, I., Mohamed, S., and Vedaldi, A · 2014
Earlier work this paper cites.
Generative adversarial nets
Goodfellow, Ian J., Pouget-Abadie, Jean, Mirza, Mehdi, Xu, Bing, Warde-Farley, David, Ozair, Sherjil, Courville, Aaron C., and Bengio, Yoshua · 2014
Earlier work this paper cites.
Adam: A method for stochastic optimization
Kingma, Diederik P. and Ba, Jimmy · 2014
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Conditional generative adversarial nets
Mirza, Mehdi and Osindero, Simon · 2014
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Sub-nyquist artefacts and sampling moiré effects
Amidror, Isaac · 2015
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Unsupervised representation learning with deep convolutional generative adversarial networks
Radford, Alec, Metz, Luke, and Chintala, Soumith · 2015
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Infogan: Interpretable representation learning by information maximizing generative adversarial nets
Chen, Xi, Duan, Yan, Houthooft, Rein, Schulman, John, Sutskever, Ilya, and Abbeel, Pieter · 2016
Texture synthesis with spatial generative adversarial networks
Jetchev, Nikolay, Bergmann, Urs, and Vollgraf, Roland · 2016
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Perceptual losses for real-time style transfer and super-resolution
Johnson, Justin, Alahi, Alexandre, and Fei-Fei, Li · 2016
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Precomputed real-time texture synthesis with Markovian generative adversarial networks
Li, Chuan and Wand, Michael · 2016
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Unrolled generative adversarial networks
Metz, Luke, Poole, Ben, Pfau, David, and Sohl-Dickstein, Jascha · 2016
Later among the works it cites.
Texture networks: Feed-forward synthesis of textures and stylized images
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A learned representation for artistic style
Dumoulin, Vincent, Shlens, Jonathon, and Kudlur, Manjunath · 2016
Cited alongside, same era.
Texture synthesis using convolutional neural networks
Gatys, Leon, Ecker, Alexander, and Bethge, Matthias
Cited in the paper.
A neural algorithm of artistic style
Gatys, Leon A., Ecker, Alexander S., and Bethge, Matthias
Cited in the paper.
Ulyanov, Dmitry, Lebedev, Vadim, Vedaldi, Andrea, and Lempitsky, Victor · 2016
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Arjovsky, Martin, Chintala, Soumith, and Bottou, Léon · 2017
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