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@PREAMBLE{
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"\providecommand{\noopsort}[1]{}"
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# "\providecommand{\singleletter}[1]{#1}%"
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|
}
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|
|
|
@misc{goodfellow2014generative,
|
|
title={Generative Adversarial Networks},
|
|
author={Ian J. Goodfellow and Jean Pouget-Abadie and Mehdi Mirza and Bing Xu and David Warde-Farley and Sherjil Ozair and Aaron Courville and Yoshua Bengio},
|
|
year={2014},
|
|
eprint={1406.2661},
|
|
archivePrefix={arXiv},
|
|
primaryClass={stat.ML}
|
|
}
|
|
|
|
@misc{arjovsky2017wasserstein,
|
|
title={Wasserstein GAN},
|
|
author={Martin Arjovsky and Soumith Chintala and Léon Bottou},
|
|
year={2017},
|
|
eprint={1701.07875},
|
|
archivePrefix={arXiv},
|
|
primaryClass={stat.ML}
|
|
}
|
|
|
|
|
|
@misc{radford2015unsupervised,
|
|
title={Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks},
|
|
author={Alec Radford and Luke Metz and Soumith Chintala},
|
|
year={2015},
|
|
eprint={1511.06434},
|
|
archivePrefix={arXiv},
|
|
primaryClass={cs.LG}
|
|
}
|
|
|
|
@article{widrow1962generalization,
|
|
title={Generalization and Information Storage in Networks of ADALINE Neurons. Self Organizing Systems},
|
|
author={Widrow, Bernard},
|
|
journal={Yovitz, MC, Jacobi, GT, and Goldstein, GD editors},
|
|
pages={435--461},
|
|
year={1962}
|
|
}
|
|
|
|
|
|
@ARTICLE{overviewDocument,
|
|
author={Z. {Pan} and W. {Yu} and X. {Yi} and A. {Khan} and F. {Yuan} and Y. {Zheng}},
|
|
journal={IEEE Access},
|
|
title={Recent Progress on Generative Adversarial Networks (GANs): A Survey},
|
|
year={2019},
|
|
volume={7},
|
|
number={},
|
|
pages={36322-36333},
|
|
keywords={artificial intelligence;neural nets;generative adversarial network;GANs;generative models;data generation capacity;artificial intelligence;Gallium nitride;Generators;Generative adversarial networks;Training;Feature extraction;Data models;Unsupervised learning;Deep learning;machine learning;unsupervised learning;generative adversarial networks},
|
|
doi={10.1109/ACCESS.2019.2905015},
|
|
ISSN={2169-3536},
|
|
month={},}
|
|
|
|
|
|
@article{cGAN,
|
|
author = {Mehdi Mirza and
|
|
Simon Osindero},
|
|
title = {Conditional Generative Adversarial Nets},
|
|
journal = {CoRR},
|
|
volume = {abs/1411.1784},
|
|
year = {2014},
|
|
url = {http://arxiv.org/abs/1411.1784},
|
|
archivePrefix = {arXiv},
|
|
eprint = {1411.1784},
|
|
timestamp = {Mon, 13 Aug 2018 16:48:15 +0200},
|
|
biburl = {https://dblp.org/rec/journals/corr/MirzaO14.bib},
|
|
bibsource = {dblp computer science bibliography, https://dblp.org}
|
|
}
|
|
|
|
@article{lsgan,
|
|
author = {Xudong Mao and
|
|
Qing Li and
|
|
Haoran Xie and
|
|
Raymond Y. K. Lau and
|
|
Zhen Wang},
|
|
title = {Multi-class Generative Adversarial Networks with the {L2} Loss Function},
|
|
journal = {CoRR},
|
|
volume = {abs/1611.04076},
|
|
year = {2016},
|
|
url = {http://arxiv.org/abs/1611.04076},
|
|
archivePrefix = {arXiv},
|
|
eprint = {1611.04076},
|
|
timestamp = {Wed, 13 Nov 2019 15:48:57 +0100},
|
|
biburl = {https://dblp.org/rec/journals/corr/MaoLXLW16.bib},
|
|
bibsource = {dblp computer science bibliography, https://dblp.org}
|
|
}
|
|
|
|
@inproceedings{acgan,
|
|
author = {Odena, Augustus and Olah, Christopher and Shlens, Jonathon},
|
|
title = {Conditional Image Synthesis with Auxiliary Classifier GANs},
|
|
year = {2017},
|
|
publisher = {JMLR.org},
|
|
booktitle = {Proceedings of the 34th International Conference on Machine Learning - Volume 70},
|
|
pages = {2642–2651},
|
|
numpages = {10},
|
|
location = {Sydney, NSW, Australia},
|
|
series = {ICML’17}
|
|
}
|
|
|
|
@article{infogan,
|
|
author = {Xi Chen and
|
|
Yan Duan and
|
|
Rein Houthooft and
|
|
John Schulman and
|
|
Ilya Sutskever and
|
|
Pieter Abbeel},
|
|
title = {InfoGAN: Interpretable Representation Learning by Information Maximizing
|
|
Generative Adversarial Nets},
|
|
journal = {CoRR},
|
|
volume = {abs/1606.03657},
|
|
year = {2016},
|
|
url = {http://arxiv.org/abs/1606.03657},
|
|
archivePrefix = {arXiv},
|
|
eprint = {1606.03657},
|
|
timestamp = {Mon, 03 Sep 2018 12:15:29 +0200},
|
|
biburl = {https://dblp.org/rec/journals/corr/ChenDHSSA16.bib},
|
|
bibsource = {dblp computer science bibliography, https://dblp.org}
|
|
}
|
|
|