Karen Simonyan

Chief Scientist, Inflection AI

Joined

October 2016

Names

Karen Simonyan (Preferred)

Emails

****@google.com (Confirmed)

****@robots.ox.ac.uk (Confirmed)

****@gmail.com (Confirmed)

****@inflection.ai (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Chief Scientist

Inflection AI (inflection.ai)

2022 – Present

Research Scientist

DeepMind (google.com)

2014 – 2022

Postdoc

University of Oxford (ox.ac.uk)

2013 – 2014

PhD student

University of Oxford (ox.ac.uk)

2009 – 2013

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

Present

Publications

An empirical analysis of compute-optimal large language model training
Jordan Hoffmann, Sebastian Borgeaud, Arthur Mensch, Elena Buchatskaya, Trevor Cai, Eliza Rutherford, Diego de las Casas, Lisa Anne Hendricks, Johannes Welbl, Aidan Clark, Tom Hennigan, Eric Noland, Katherine Millican, George van den Driessche, Bogdan Damoc, Aurelia Guy, Simon Osindero, Karen Simonyan, Erich Elsen, Oriol Vinyals et al. (2 additional authors not shown)
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Flamingo: a Visual Language Model for Few-Shot Learning
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katherine Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock et al. (7 additional authors not shown)
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Fast Sparse Convnets
Erich Elsen, Marat Dukhan, Trevor Gale, Karen Simonyan
- 12 Apr 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Unified Scaling Laws for Routed Language Models
Aidan Clark, Diego de Las Casas, Aurelia Guy, Arthur Mensch, Michela Paganini, Jordan Hoffmann, Bogdan Damoc, Blake A. Hechtman, Trevor Cai, Sebastian Borgeaud, George van den Driessche, Eliza Rutherford, Tom Hennigan, Matthew Johnson, Katie Millican, Albin Cassirer, Chris Jones, Elena Buchatskaya, David Budden, Laurent Sifre et al. (6 additional authors not shown)
- 2022 (modified: 09 Apr 2022)
- CoRR 2022
- Readers: Everyone
Hierarchical Perceiver
João Carreira, Skanda Koppula, Daniel Zoran, Adrià Recasens, Catalin Ionescu, Olivier J. Hénaff, Evan Shelhamer, Relja Arandjelovic, Matthew Botvinick, Oriol Vinyals, Karen Simonyan, Andrew Zisserman, Andrew Jaegle
- 2022 (modified: 09 Apr 2022)
- CoRR 2022
- Readers: Everyone
Training Compute-Optimal Large Language Models
Jordan Hoffmann, Sebastian Borgeaud, Arthur Mensch, Elena Buchatskaya, Trevor Cai, Eliza Rutherford, Diego de Las Casas, Lisa Anne Hendricks, Johannes Welbl, Aidan Clark, Tom Hennigan, Eric Noland, Katie Millican, George van den Driessche, Bogdan Damoc, Aurelia Guy, Simon Osindero, Karen Simonyan, Erich Elsen, Jack W. Rae et al. (2 additional authors not shown)
- 2022 (modified: 09 Apr 2022)
- CoRR 2022
- Readers: Everyone
Unified Scaling Laws for Routed Language Models
Aidan Clark, Diego de Las Casas, Aurelia Guy, Arthur Mensch, Michela Paganini, Jordan Hoffmann, Bogdan Damoc, Blake A. Hechtman, Trevor Cai, Sebastian Borgeaud, George van den Driessche, Eliza Rutherford, Tom Hennigan, Matthew Johnson, Katie Millican, Albin Cassirer, Chris Jones, Elena Buchatskaya, David Budden, Laurent Sifre et al. (6 additional authors not shown)
- 2022 (modified: 09 Apr 2022)
- CoRR 2022
- Readers: Everyone
Hierarchical Perceiver
João Carreira, Skanda Koppula, Daniel Zoran, Adrià Recasens, Catalin Ionescu, Olivier J. Hénaff, Evan Shelhamer, Relja Arandjelovic, Matthew Botvinick, Oriol Vinyals, Karen Simonyan, Andrew Zisserman, Andrew Jaegle
- 2022 (modified: 09 Apr 2022)
- CoRR 2022
- Readers: Everyone
Training Compute-Optimal Large Language Models
Jordan Hoffmann, Sebastian Borgeaud, Arthur Mensch, Elena Buchatskaya, Trevor Cai, Eliza Rutherford, Diego de Las Casas, Lisa Anne Hendricks, Johannes Welbl, Aidan Clark, Tom Hennigan, Eric Noland, Katie Millican, George van den Driessche, Bogdan Damoc, Aurelia Guy, Simon Osindero, Karen Simonyan, Erich Elsen, Jack W. Rae et al. (2 additional authors not shown)
- 2022 (modified: 09 Apr 2022)
- CoRR 2022
- Readers: Everyone
Variable-rate discrete representation learning
Sander Dieleman, Charlie Nash, Jesse Engel, Karen Simonyan
- 13 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 175 publications

Co-Authors

View all 272 co-authors