Essays about: "Sebastian Bujwid"

Found 1 essay containing the words Sebastian Bujwid.

  1. 1. GANtruth – a regularization method for unsupervised image-to-image translation

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

    Author : Sebastian Bujwid; [2018]
    Keywords : GAN; unsupervised image-to-image translation; deep learning;

    Abstract : In this work, we propose a novel and effective method for constraining the output space of the ill-posed problem of unsupervised image-to-image translation. We make the assumption that the environment of the source domain is known, and we propose to explicitly enforce preservation of the ground-truth labels on the images translated from the source to the target domain. READ MORE