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Chris Burgess
Principal Researcher, Moonvalley
Joined
October 2017
Names
Chris Burgess
(Preferred)
,
Christopher P Burgess
,
Christopher Burgess
,
Christopher P. Burgess
Emails
****@google.com
(Confirmed)
,
****@chrisburgess.me.uk
(Confirmed)
,
****@wayve.ai
(Confirmed)
,
****@moonvalley.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Principal Researcher
Moonvalley
(moonvalley.com)
2024
–
Present
Research Scientist
Runway
(runwayml.com)
2023
–
2024
Research Scientist
Wayve
(wayve.ai)
2021
–
2022
Research Scientist
DeepMind
(google.com)
2016
–
2021
PhD student
University College London
(ucl.ac.uk)
2010
–
2015
Advisors, Relations & Conflicts
Coauthor
Rishabh Kabra
2020
–
2021
Coauthor
Alexander Lerchner
2016
–
2021
Coauthor
Matthew Botvinick
2016
–
2021
Coauthor
Loic Matthey
2016
–
2021
Coauthor
Irina Higgins
2016
–
2021
Expertise
VAEs
Present
generative models
Present
diffusion models
Present
representation learning
Present
Publications
Linking vision and motion for self-supervised object-centric perception
Kaylene C. Stocking
,
Zak Murez
,
Vijay Badrinarayanan
,
Jamie Shotton
,
Alex Kendall
,
Claire J. Tomlin
,
Christopher P. Burgess
CoRR 2023
Readers:
Everyone
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
Rishabh Kabra
,
Daniel Zoran
,
Goker Erdogan
,
Loic Matthey
,
Antonia Creswell
,
Matthew Botvinick
,
Alexander Lerchner
,
Christopher P. Burgess
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
Unsupervised Object-Based Transition Models For 3D Partially Observable Environments
Antonia Creswell
,
Rishabh Kabra
,
Christopher P. Burgess
,
Murray Shanahan
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
Unsupervised Object-Based Transition Models For 3D Partially Observable Environments
Antonia Creswell
,
Rishabh Kabra
,
Christopher P. Burgess
,
Murray Shanahan
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
Unsupervised Object-Based Transition Models For 3D Partially Observable Environments
Antonia Creswell
,
Rishabh Kabra
,
Christopher P. Burgess
,
Murray Shanahan
NeurIPS 2021
Readers:
Everyone
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
Rishabh Kabra
,
Daniel Zoran
,
Goker Erdogan
,
Loic Matthey
,
Antonia Creswell
,
Matt M. Botvinick
,
Alexander Lerchner
,
Christopher P. Burgess
NeurIPS 2021
Readers:
Everyone
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
Rishabh Kabra
,
Daniel Zoran
,
Goker Erdogan
,
Loic Matthey
,
Antonia Creswell
,
Matthew Botvinick
,
Alexander Lerchner
,
Christopher P. Burgess
2021 (modified: 24 Feb 2022)
CoRR 2021
Readers:
Everyone
Constellation: Learning relational abstractions over objects for compositional imagination
James C. R. Whittington
,
Rishabh Kabra
,
Loic Matthey
,
Christopher P. Burgess
,
Alexander Lerchner
2021 (modified: 24 Feb 2022)
CoRR 2021
Readers:
Everyone
Multi-Object Representation Learning with Iterative Variational Inference
Klaus Greff
,
Raphaël Lopez Kaufmann
,
Rishabh Kabra
,
Nick Watters
,
Christopher Burgess
,
Daniel Zoran
,
Loic Matthey
,
Matthew Botvinick
,
Alexander Lerchner
2019 (modified: 11 Nov 2022)
ICML 2019
Readers:
Everyone
Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs
Nicholas Watters
,
Loïc Matthey
,
Christopher P. Burgess
,
Alexander Lerchner
2019 (modified: 14 May 2025)
CoRR 2019
Readers:
Everyone
View all 21 publications
Co-Authors
Alessandro Achille
Alex Kendall
Alexander Lerchner
Alexander Pritzel
Andrei A. Rusu
Antonia Creswell
Arka Pal
Charles Blundell
Claire J. Tomlin
Daniel Zoran
David Pfau
Demis Hassabis
Goker Erdogan
Guillaume Desjardins
Irina Higgins
James C. R. Whittington
Jamie Shotton
Kaylene C. Stocking
Klaus Greff
Loic Matthey
Matko Bosnjak
Matt M. Botvinick
Matthew Botvinick
Murray Shanahan
Nicholas Watters
View all 34 co-authors