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Generative adversarial network

Generative adversarial network

Deep learning method that trains two networks simultaneously without extensively annotated training data that compete with each other in a zero-sum game framework.

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Jen English
edited on 15 Sep, 2023
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Parent Industry
Computer Vision
Computer Vision
Artificial Intelligence (AI)
Artificial Intelligence (AI)
Parent Industry
Artificial neural network
Artificial neural network
Deep learning
Deep learning
Related Industries
Generative AI
Generative AI
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Golden AI
edited on 15 Sep, 2023
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Deep learning
Deep learning
Edits on 22 Apr, 2023
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Golden AI
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Short Name
GAN0
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Katrina-Kay Pettitt
edited on 22 Apr, 2023
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Machine learning
Machine learning
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Katrina-Kay Pettitt
edited on 11 May, 2022
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Related technology
Convolutional neural network
Convolutional neural network
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Katrina-Kay Pettitt
edited on 11 May, 2022
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Deep learning
Deep learning
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Katrina-Kay Pettitt
edited on 11 May, 2022
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Multilayer perceptron
Multilayer perceptron
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Golden AI
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Founded date
June 10, 2014
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krisorn kachai
edited on 20 Mar, 2022
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Jason D. Rowley
edited on 3 Jun, 2020
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Jason D. Rowley
edited on 3 Jun, 2020
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Article

It aims to model the natural image distribution by forcing the generated samples to be indistinguishable from natural images. GANs enable a various applications such as image generation, representation learning, image manipulation, object detection and video applications.

from natural images. GANs enable a various applications such as image generation, representation

learning, image manipulation, object detection and video applications.

Edits on 23 May, 2020
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Golden AI
edited on 23 May, 2020
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Q25104379
Edits on 17 Jun, 2019
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Carla Faraguna
edited on 17 Jun, 2019
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Edits on 15 Jun, 2019
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Axel Fehr
edited on 15 Jun, 2019
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Axel Fehr
edited on 15 Jun, 2019
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Axel Fehr
edited on 15 Jun, 2019
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Table

Title
Author
Link
Type
Date

Introduction to Generative Adversarial Networks

Ian Goodfellow

http://www.iangoodfellow.com/slides/2016-12-9-gans.pdf

Slides

Edits on 5 Dec, 2018
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Carla Faraguna
edited on 5 Dec, 2018
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Table

Title
Author
Link
Type

GANs in Action

Jakub Langr and Vladimir Bok

https://www.manning.com/books/gans-in-action

Web

Edits on 7 Aug, 2018
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Golden AI
edited on 7 Aug, 2018
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Table

Author
Title
Link
Type

Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A Bharath

Generative Adversarial Networks: An Overview

https://arxiv.org/abs/1710.07035https://arxiv.org/abs/1710.07035

Academic paper

Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao

Evolutionary Generative Adversarial Networks

https://arxiv.org/pdf/1803.00657.pdfhttps://arxiv.org/pdf/1803.00657.pdf

Academic paper

Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley,Sherjil Ozair, Aaron Courville and Yoshua Bengio

Generative Adversarial Nets

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

Academic paper

Moacir A. Ponti, Leonardo S. F. Ribeiro, Tiago S. Nazare, Tu Bui and John Collomosse

Generative Adversarial Networks

http://conteudo.icmc.usp.br/pessoas/moacir/p17sibgrapi-tutorial/2017-SIBGRAPI_Tutorial-DLCV-Part3-GANs.pdfhttp://conteudo.icmc.usp.br/pessoas/moacir/p17sibgrapi-tutorial/2017-SIBGRAPI_Tutorial-DLCV-Part3-GANs.pdf

Academic paper

Stephan Halbritter

Generative Adversarial Networks

https://users.informatik.haw-hamburg.de/~ubicomp/projekte/master2017-gsem/Halbritter/folien.pdfhttps://users.informatik.haw-hamburg.de/~ubicomp/projekte/master2017-gsem/Halbritter/folien.pdf

Academic paper

Edits on 5 Jun, 2018
"Corrections"
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Golden AI
edited on 5 Jun, 2018
Edits made to:
Table (+25/-25 characters)
Table

Author
Title
Link
Type

Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A Bharath

Generative Adversarial Networks: An Overview

https://arxiv.org/abs/1710.07035

Academic Paperpaper

Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao

Evolutionary Generative Adversarial Networks

https://arxiv.org/pdf/1803.00657.pdf

Academic Paperpaper

Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley,Sherjil Ozair, Aaron Courville and Yoshua Bengio

Generative Adversarial Nets

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

Academic Paperpaper

Moacir A. Ponti, Leonardo S. F. Ribeiro, Tiago S. Nazare, Tu Bui and John Collomosse

Generative Adversarial Networks

http://conteudo.icmc.usp.br/pessoas/moacir/p17sibgrapi-tutorial/2017-SIBGRAPI_Tutorial-DLCV-Part3-GANs.pdf

Academic Paperpaper

Stephan Halbritter

Generative Adversarial Networks

https://users.informatik.haw-hamburg.de/~ubicomp/projekte/master2017-gsem/Halbritter/folien.pdf

Academic Paperpaper

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