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      Generative Models and their Role in Development of Generality in AI

      , M.Sc. Thesis Sharif University of Technology Ekhlasi, Amir Hossein (Author) ; Alishahi, Kasra (Supervisor)
      Abstract
      In this thesis Generative Models in Deep Learning are discussed, especially Generative Models which are based on latent variables. Deep Generative Models have key role in developing Artificial Intelligence, particularly in developments of general cognition and perception in AI. In this thesis, this role for Generative Models and their applications in cognition development, and also the mathematical foundation of generative models are discussed  
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