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Generative Nets.pdf

5423-generative-adversarial-nets.pdf
Preview of Generative Nets
🔗 Source: papers.nips.cc
📊 Size: 527 KB
👤 Author: Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron C
⬇️ Downloads: 220

Summary

We propose a new framework for estimating generative models via an adversarial process, in which we simultaneously train two models: a generative model G that captures the data distribution, and a discriminative model D that estimates the probability that a sample came from the training data rather than G.

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Description

We propose a new framework for estimating generative models via an adversarial process, in which we simultaneously train two models: a generative model G that...

Technical Information

  • File Format: PDF
  • File Size: 527 KB
  • Pages: 9
  • Language: EN
  • Author: Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron C
  • Total Downloads: 220
  • Last Updated: 3 hours ago

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This PDF document about Generative Nets provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Generative Nets.

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