NIPS 2018 Expo Talk
Dec. 2, 2018
Generative Models for Drug Discovery
Sponsor: Insilico Medicine, Inc.
Daniil Polykovskiy (Insilico Medicine)
Generative models appear in a variety of applications and research areas, including image, text, and speech synthesis. These models have also influenced the field of drug discovery, as they have the potential to fully automate the search for potent drug compounds. This talk will explore applications of modern generative models to the field of drug discovery. We will present an overview of current architectures and techniques along with the insights into Insilico Medicine drug discovery pipeline.