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 author       = {Amjad Almahairi and Sai Rajeswar and Alessandro Sordoni and Philip Bachman and Aaron~C. Courville},
 year         = {2018},
 title        = {Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data},
 journal      = {CoRR},
 volume       = {abs/1802.10151},
 url          = {http://arxiv.org/abs/1802.10151},
)
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 title        = {Learning to learn by gradient descent by gradient descent},
 journal      = {CoRR},
 volume       = {abs/1606.04474},
 url          = {http://arxiv.org/abs/1606.04474},
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@article(WGAN,
 author       = {Martin {Arjovsky} and Soumith {Chintala} and L{\'e}on {Bottou}},
 year         = {2017},
 title        = {{Wasserstein GAN}},
 journal      = {arXiv e-prints},
 eid          = {arXiv:1701.07875},
)
@inproceedings(BackpropAsFunctor,
 author       = {Brendan Fong and David~I. Spivak and R{\'{e}}my Tuy{\'{e}}ras},
 year         = {2019},
 title        = {Backprop as Functor: {A} compositional perspective on supervised learning},
 booktitle    = {34th Annual {ACM/IEEE} Symposium on Logic in Computer Science, {LICS} 2019, Vancouver, BC, Canada, June 24-27, 2019},
 publisher    = {{IEEE}},
 pages        = {1--13},
 doi          = {10.1109/LICS.2019.8785665},
)
@inproceedings(CompositionalGameTheory,
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 year         = {2018},
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 publisher    = {{ACM}},
 pages        = {472--481},
 doi          = {10.1145/3209108.3209165},
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 title        = {Generative Adversarial Nets},
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 publisher    = {Curran Associates, Inc.},
 pages        = {2672--2680},
 url          = {http://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf},
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 year         = {2017},
 title        = {{Improved Training of Wasserstein GANs}},
 journal      = {arXiv e-prints},
 eid          = {arXiv:1704.00028},
)
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 title        = {On Compositionality},
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 journal      = {CoRR},
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 author       = {David~I. Spivak},
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 title        = {Functorial data migration},
 journal      = {Inf. Comput.},
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 pages        = {31--51},
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@article(QueryLiftingProblems,
 author       = {David~I. Spivak},
 year         = {2014},
 title        = {Database queries and constraints via lifting problems},
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 number       = {6},
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@article(CycleGAN,
 author       = {Jun{-}Yan Zhu and Taesung Park and Phillip Isola and Alexei~A. Efros},
 year         = {2017},
 title        = {Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks},
 journal      = {CoRR},
 volume       = {abs/1703.10593},
 url          = {http://arxiv.org/abs/1703.10593},
)