Essays about: "Hesam Pakdaman"

Found 1 essay containing the words Hesam Pakdaman.

  1. 1. Updating the generator in PPGN-h with gradients flowing through the encoder

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Hesam Pakdaman; [2018]
    Keywords : Computer Science; Computer Vision; Deep Learning; Machine Learning; Generative Adversarial Networks; GAN; Neural Networks; Generative models;

    Abstract : The Generative Adversarial Network framework has shown success in implicitly modeling data distributions and is able to generate realistic samples. Its architecture is comprised of a generator, which produces fake data that superficially seem to belong to the real data distribution, and a discriminator which is to distinguish fake from genuine samples. READ MORE