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Recently, generative adversarial networks (GANs) have shown promising performance in generating realistic images.
Statistical theory of extreme valuse and some practical applications
Emil Julius Gumbel · 1954
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The meta-pi network: Connectionist rapid adaptation for high-performance multi-speaker phoneme recognition
John B Hampshire and Alex H Waibel · 1990
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Adaptive mixtures of local experts
Robert A Jacobs, Michael I Jordan, Steven J Nowlan, and Geoffrey E Hinton · 1991
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Visualizing data using t-sne
Laurens van der Maaten and Geoffrey Hinton · 2008
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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* sampling
Chris J Maddison, Daniel Tarlow, and Tom Minka · 2014
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Categorical reparameterization with gumbel-softmax
Eric Jang, Shixiang Gu, and Ben Poole · 2016
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Improved techniques for training gans
Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen · 2016
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Martin Arjovsky, Soumith Chintala, and Léon Bottou · 2017
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Began: Boundary equilibrium generative adversarial networks
David Berthelot, Tom Schumm, and Luke Metz · 2017
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Multi-agent diverse generative adversarial networks
Arnab Ghosh, Viveka Kulharia, Vinay Namboodiri, Philip HS Torr, and Puneet K Dokania · 2017
Multi-generator gernerative adversarial nets
Quan Hoang, Tu Dinh Nguyen, Trung Le, and Dinh Phung · 2017
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Stacked generative adversarial networks
Xun Huang, Yixuan Li, Omid Poursaeed, John Hopcroft, and Serge Belongie · 2017
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Progressive growing of gans for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2017
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Naveen Kodali, Jacob Abernethy, James Hays, and Zsolt Kira · 2017
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Least squares generative adversarial networks
Xudong Mao, Qing Li, Haoran Xie, Raymond YK Lau, Zhen Wang, and Stephen Paul Smolley · 2017
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Class-splitting generative adversarial networks
Guillermo L Grinblat, Lucas C Uzal, and Pablo M Granitto · 2017
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Adagan: Boosting generative models
Ilya O Tolstikhin, Sylvain Gelly, Olivier Bousquet, Carl-Johann Simon-Gabriel, and Bernhard Schölkopf · 2017
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