This post introduces you to emerging AI technologies that will potentially lead growth of artificial intelligence applications for next two to five years.
1. Generative Adversarial Networks
Generative Adversarial Networks (GANs) use two models: a generator and a discriminator, both trained with same data. Generator generates new examples from given data and throws them to discriminator, along with some original or real examples. Discriminator classifies these samples as real or fake. Two models work as adversaries. With each round, discriminator gets better at telling real from fake as generator at creating better fakes. Read more about GANs here.
2. Capsule Networks