Over the years, Deep Learning has become a promising field of work, attracting attention from the most prominent Machine Learning researchers of the world. One of the most prominent ideas in the field of Deep Learning is Generative Adversarial Networks invented by Ian Goodfellow. This proposal aims to implement Deep Convolutional GAN (DCGAN) and Wasserstein GAN (WGAN). In addition to these, some additional work is also planned to be done, namely the implementation of Stacked GAN (StackGAN) and Deep Belief Networks (DBN). The rest of the details are mentioned in the proposal.

Organization

Student

Shikhar Jaiswal

Mentors

  • Marcus Edel
close

2018