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We propose an efficient algorithm to embed a given image into the latent space of StyleGAN.
Image morphing: a survey
George Wolberg · 1998
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Morphing techniques for manipulating face images
Mark Steyvers · 1999
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3d human face reconstruction using principal components spaces
Jesús P Mena-Chalco, Luiz Velho, and RM Cesar Junior · 2011
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Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
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Face morphing using 3d-aware appearance optimization
Fei Yang, Eli Shechtman, Jue Wang, Lubomir Bourdev, and Dimitris Metaxas · 2012
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Auto-encoding variational bayes
Diederik P Kingma and Max Welling · 2013
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Using face morphing to protect privacy
Pavel Korshunov and Touradj Ebrahimi · 2013
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Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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A neural algorithm of artistic style
L. A. Gatys, A. S. Ecker, and M. Bethge · 2015
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Texture synthesis using convolutional neural networks
Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge · 2015
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Very deep convolutional neural network based image classification using small training sample size
S. Liu and W. Deng · 2015
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Unsupervised representation learning with deep convolutional generative adversarial networks
Alec Radford, Luke Metz, and Soumith Chintala · 2015
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Generating images with perceptual similarity metrics based on deep networks
Alexey Dosovitskiy and Thomas Brox · 2016
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
Cited alongside, same era.
Precomputed real-time texture synthesis with markovian generative adversarial networks
Chuan Li and Michael Wand · 2016
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Generating videos with scene dynamics
Carl Vondrick, Hamed Pirsiavash, and Antonio Torralba · 2016
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Generative visual manipulation on the natural image manifold
Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, and Alexei A. Efros · 2016
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Wasserstein generative adversarial networks
Martin Arjovsky, Soumith Chintala, and Léon Bottou · 2017
Cited alongside, same era.
Improved training of wasserstein gans
Ishaan Gulrajani, Faruk Ahmed, Martin Arjovsky, Vincent Dumoulin, and Aaron C Courville · 2017
Cited alongside, same era.
Inverting the generator of a generative adversarial network
A. Creswell and A. A. Bharath · 2018
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Progressive growing of GANs for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2018
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A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2018
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Feature-based metrics for exploring the latent space of generative models, 2018
Samuli Laine · 2018
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Spectral normalization for generative adversarial networks
Takeru Miyato, Toshiki Kataoka, Masanori Koyama, and Yuichi Yoshida · 2018
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High quality facial surface and texture synthesis via generative adversarial networks
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Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
Cited alongside, same era.
Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros · 2017
Cited alongside, same era.
Perceptual generative adversarial networks for small object detection
Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, and Shuicheng Yan · 2017
Cited alongside, same era.
Least squares generative adversarial networks
Xudong Mao, Qing Li, Haoran Xie, Raymond Y.K. Lau, Zhen Wang, and Stephen Paul Smolley · 2017
Cited alongside, same era.
Detection of face morphing attacks by deep learning
Clemens Seibold, Wojciech Samek, Anna Hilsmann, and Peter Eisert · 2017
Cited alongside, same era.
Unpaired image-to-image translation using cycle-consistent adversarial networkss
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros · 2017
Cited alongside, same era.
Ron Slossberg, Gil Shamai, and Ron Kimmel · 2018
Later among the works it cites.
Stylegan - official tensorflow implementation
Timo Aila Tero Karras, Samuli Laine · 2018
Later among the works it cites.
Mocogan: Decomposing motion and content for video generation
Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang, and Jan Kautz · 2018
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Texturegan: Controlling deep image synthesis with texture patches
Wenqi Xian, Patsorn Sangkloy, Varun Agrawal, Amit Raj, Jingwan Lu, Chen Fang, Fisher Yu, and James Hays · 2018
Later among the works it cites.
Large scale GAN training for high fidelity natural image synthesis
Andrew Brock, Jeff Donahue, and Karen Simonyan · 2019
Closest in time.
stylegan-encoder
Dmitry Nikitko · 2019
Closest in time.
Semantic image synthesis with spatially-adaptive normalization
Taesung Park, Ming-Yu Liu, Ting-Chun Wang, and Jun-Yan Zhu · 2019
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Face recognition systems under morphing attacks: A survey
Ulrich Scherhag, Christian Rathgeb, Johannes Merkle, Ralph Breithaupt, and Christoph Busch · 2019
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