(Q27990103)

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Generative Adversarial Nets

paper introducing GANs

Generative Adversarial Networks

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scholarly article

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title

Generative Adversarial Networks (English)

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reference URL

https://arxiv.org/abs/1406.2661

Generative Adversarial Nets (English)

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reference URL

https://arxiv.org/pdf/1406.2661

main subject

generative adversarial network

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author

Ian J. Goodfellow

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1

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Yoshua Bengio

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8

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Aaron C. Courville

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7

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David Warde-Farley

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5

object named as

David Warde-Farley

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author name string

Jean Pouget-Abadie

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2

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Mehdi Mirza

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3

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Xu Bing

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4

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Sherjil Ozair

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6

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language of work or name

English

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publication date

10 June 2014

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first line

We propose a new framework for estimating generative models via adversarial nets, in which we simultaneously train two models. (English)

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full work available at URL

https://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf

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external data available at URL

https://github.com/goodfeli/adversarial

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published in

Advances in Neural Information Processing Systems 27

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describes a project that uses

MNIST database

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cites work

Multi-Prediction Deep Boltzmann Machines

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10

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The "wake-sleep" algorithm for unsupervised neural networks.

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Imagenet classification with deep convolutional neural networks

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20

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Learning Factorial Codes by Predictability Minimization

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26

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Intriguing properties of neural networks

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28

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Identifiers

arXiv ID

1406.2661

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(Q27990103)

Generative Adversarial Nets

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