Research in AI Fundamentals

GAN models

We analyze in detail the interactions between the models that are involved in the GANs to understand their weaknesses and strengths, and so their behavior. This allows us to make the most appropriate modifications to adapt the GANs to the problems that arise in the applications. The comprehension of the interplay between generator and discriminator not only facilitates an optimal use of these networks, but also leads to the proposal of new types of interactions between models, which may be the next step beyond GANs.

 

Evolutionary computation