Browsing Dissertation and Thesis by Subject "GAN"

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Augmenting GAN with continuous depth Neural ODE

Varshney, Love (Indian Statistical Institute, Kolkata, 2019-07)

Generative adversarial networks are extremely powerful tools for generative modeling of complex data distributions. Research is being actively conducted towards further improving them as well as making their training ...
Shape From Shading Problem Using Deep Learning

Sarkar, Soumyajit (Indian Statistical Institute, Kolkata, 2020-07)

Given a single 2D image, our Objective is to pass that image into a Deep Learning Model and get the 3D shape of that image as output. These tasks have received many attentions recently, however, most of this existing ...

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