Sökning: "Hesam Pakdaman"

Hittade 1 uppsats innehållade orden Hesam Pakdaman.

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

   Uppsats för yrkesexamina på avancerad nivå, KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

   Sammanfattning : 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. LÄS MER