AI HUB IN GENERATIVE MODELS

Lead Research Organisation: University College London

Department Name: Computer Science

Abstract

Generative Models are AI models that can generate data. Recently researchers have shown that by training these models on large amounts of data (text data from the internet and images) these models learn to understand the regularities of our text and image world so well that they can generate responses to questions and create new images with surprising fidelity. This heralds a new era in which computers can assist humans to carry out tasks more efficiently than ever with significant opportunities for society, science and industry. However, these advances need significant research still -- how to make them train efficiently on different problems, how to understand their reliability and adherence to ethical norms.

Funded Value:

£10,250,180

Funded Period:

Feb 24 - Jan 29

Funder:

EPSRC

Project Status:

Active

Project Category:

Research Grant

Project Reference:

EP/Y028805/1

Principal Investigator:

David Barber

Research Subject:

Info. & commun. Technol. (100%)

Research Topic:

Artificial Intelligence (70%)

Computer Graphics & Visual. (10%)

Human-Computer Interactions (20%)

Organisations

People	ORCID iD
David Barber (Principal Investigator)
Jose Miguel Hernandez Lobato (Co-Investigator)	http://orcid.org/0000-0001-7610-949X
Aldo Faisal (Co-Investigator)	http://orcid.org/0000-0003-0813-7207
Mark Girolami (Co-Investigator)
Mingfei Sun (Co-Investigator)	http://orcid.org/0000-0002-5925-5425
Michael Gutmann (Co-Investigator)	http://orcid.org/0000-0002-5329-9910
Yee Teh (Co-Investigator)
Pontus Saito Stenetorp (Co-Investigator)
Lourdes Agapito (Co-Investigator)
Mirella Lapata (Co-Investigator)
Arthur Gretton (Co-Investigator)
Siddharth Narayanaswamy (Co-Investigator)	http://orcid.org/0000-0003-4911-7333
Jack Stilgoe (Co-Investigator)
Michael Wooldridge (Co-Investigator)
Samuel Kaski (Co-Investigator)
Yukun Lai (Co-Investigator)
Mark Plumbley (Co-Investigator)
Pasquale Minervini (Co-Investigator)
Chris Williams (Co-Investigator)	http://orcid.org/0000-0002-6270-4703
Miguel Rodrigues (Co-Investigator)
Steven Schockaert (Co-Investigator)
Yuhua Li (Co-Investigator)	http://orcid.org/0000-0003-2913-4478
Mark Van Der Wilk (Co-Investigator)
Yarin Gal (Co-Investigator)
Magnus Rattray (Co-Investigator)	http://orcid.org/0000-0001-8196-5565

Publications

Author Name

Title Publication Date Published

10 25 50

Abstract

Organisations

People

ORCID iD

Publications