Friday 6 November 2020
Different flavors of machine learning,their new capabilities and their links with AI. New ideas on using AI and Data Science
Generative Deep Learning - The Key To Unlocking Artificial General Intelligence?
This talk will include a general introduction to Generative Modelling as well as a walkthrough of one of the most utilised generative deep learning models - the Variational Autoencoder (VAE) and examples of state-of-the-art output from Generative Adversarial Networks (GANs) and Transformer based architectures. We'll also be looking at how generative models can be used in a reinforcement learning setting (World Models paper) and why I believe generative models will play a crucial part in the quest to build Artificial General Intelligence (AGI)