Communications of the ACM, volume 63, issue 11, pages 139-144

Generative adversarial networks

Ian Goodfellow ¹

Jean Pouget-Abadie ²

Mehdi Mirza ²

Bing Xu ²

David Warde-Farley ²

Sherjil Ozair ²

Aaron Courville ²

YOSHUA BENGIO ²

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Université De Montréal |

Publication type: Journal Article

Publication date: 2020-10-22

Association for Computing Machinery (ACM)

Journal: Communications of the ACM

scimago Q1

SJR: 2.957

CiteScore: 16.1

Impact factor: 11.1

ISSN: 00010782, 15577317

DOI: 10.1145/3422622

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General Computer Science

Abstract

Generative adversarial networks are a kind of artificial intelligence algorithm designed to solve the generative modeling problem. The goal of a generative model is to study a collection of trainin...

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GOST Copy

Goodfellow I. et al. Generative adversarial networks // Communications of the ACM. 2020. Vol. 63. No. 11. pp. 139-144.

GOST all authors (up to 50) Copy

Goodfellow I., Pouget-Abadie J., Mirza M., Xu B., Warde-Farley D., Ozair S., Courville A., BENGIO Y. Generative adversarial networks // Communications of the ACM. 2020. Vol. 63. No. 11. pp. 139-144.

RIS |

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RIS Copy

TY - JOUR

DO - 10.1145/3422622

UR - https://doi.org/10.1145/3422622

TI - Generative adversarial networks

T2 - Communications of the ACM

AU - Goodfellow, Ian

AU - Pouget-Abadie, Jean

AU - Mirza, Mehdi

AU - Xu, Bing

AU - Warde-Farley, David

AU - Ozair, Sherjil

AU - Courville, Aaron

AU - BENGIO, YOSHUA

PY - 2020

DA - 2020/10/22

PB - Association for Computing Machinery (ACM)

SP - 139-144

IS - 11

VL - 63

SN - 0001-0782

SN - 1557-7317

ER -

BibTex |

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BibTex (up to 50 authors) Copy

@article{2020_Goodfellow,

author = {Ian Goodfellow and Jean Pouget-Abadie and Mehdi Mirza and Bing Xu and David Warde-Farley and Sherjil Ozair and Aaron Courville and YOSHUA BENGIO},

title = {Generative adversarial networks},

journal = {Communications of the ACM},

year = {2020},

volume = {63},

publisher = {Association for Computing Machinery (ACM)},

month = {oct},

url = {https://doi.org/10.1145/3422622},

number = {11},

pages = {139--144},

doi = {10.1145/3422622}

}

MLA

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MLA Copy

Goodfellow, Ian, et al. “Generative adversarial networks.” Communications of the ACM, vol. 63, no. 11, Oct. 2020, pp. 139-144. https://doi.org/10.1145/3422622.

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Publisher

Association for Computing Machinery (ACM)

Journal

Communications of the ACM

scimago Q1

SJR

2.957

CiteScore

16.1

Impact factor

11.1

ISSN

00010782 (Print)

15577317 (Electronic)