Generative AI

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- machines learn to perceive their surroundings by training only on data obtained by themselves

• AI Solver
• Generative Query Network (GQN)
• Discriminative vs. Generative
• Natural Language Generation (NLG)
• Generative model | Wikipedia
• Synthetic Labeling
• Adversarial Networks
  • Conditional Adversarial Architecture (CAA)
  • Generative Adversarial Network (GAN)
  • Semi-Supervised Learning with Generative Adversarial Network (SSL-GAN)
  • Context-Conditional Generative Adversarial Network (CC-GAN)

Generative modeling asks how likely it is, given condition X, that you’ll observe outcome Y. The approach has proved incredibly potent and versatile. How Artificial Intelligence Is Changing Science | Dan Falk - Quanta Magazine