Adam Santoro

Research Scientist, Google

Joined

November 2016

Names

Adam Santoro (Preferred)

Emails

****@google.com (Confirmed)

Personal Links

DBLP

Career & Education History

Research Scientist

Google (google.com)

2015 – Present

PhD student

University of Toronto (utoronto.ca)

2010 – 2015

Undergrad student

University of Toronto (utoronto.ca)

2005 – 2009

Advisors, Relations & Conflicts

No relations added

Expertise

relational reasoning

2016 – Present

computational neuroscience

2012 – 2016

Publications

Tracing the Representation Geometry of Language Models from Pretraining to Post-training
Melody Zixuan Li, Kumar Krishna Agrawal, Arna Ghosh, Komal Kumar Teru, Adam Santoro, Guillaume Lajoie, Blake Aaron Richards
- NeurIPS 2025 poster
- Readers: Everyone
Intra-agent speech permits zero-shot task acquisition
Chen Yan, Federico Carnevale, Petko Georgiev, Adam Santoro, Aurelia Guy, Alistair Muldal, Chia-Chun Hung, Josh S Abramson, Timothy P Lillicrap, Greg Wayne
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Data Distributional Properties Drive Emergent In-Context Learning in Transformers
Stephanie C.Y. Chan, Adam Santoro, Andrew Kyle Lampinen, Jane X Wang, Aaditya K Singh, Pierre Harvey Richemond, James McClelland, Felix Hill
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Tell me why!—Explanations support learning relational and causal structure
Andrew Kyle Lampinen, Nicholas Andrew Roy, Ishita Dasgupta, Stephanie C.Y. Chan, Allison Tam, Chen Yan, Adam Santoro, Neil Charles Rabinowitz, Jane X Wang, Felix Hill
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Attention over Learned Object Embeddings Enables Complex Visual Reasoning
David Ding, Felix Hill, Adam Santoro, Malcolm Reynolds, Matthew Botvinick
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Oral
- Readers: Everyone
Neural spatio-temporal reasoning with object-centric self-supervised learning
David Ding, Felix Hill, Adam Santoro, Matthew Botvinick
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Rapid Task-Solving in Novel Environments
Samuel Ritter, Ryan Faulkner, Laurent Sartran, Adam Santoro, Matthew Botvinick, David Raposo
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Poster
- Readers: Everyone
An Investigation of Model-Free Planning
Arthur Guez, Mehdi Mirza, Karol Gregor, Rishabh Kabra, Sébastien Racanière, Theophane Weber, David Raposo, Adam Santoro, Laurent Orseau, Tom Eccles, Greg Wayne, David Silver, Timothy P. Lillicrap
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Emergent Systematic Generalization in a Situated Agent.
Felix Hill, Andrew K. Lampinen, Rosalia Schneider, Stephen Clark, Matthew Botvinick, James L. McClelland, Adam Santoro
- 2019 (modified: 09 Nov 2022)
- CoRR2019
- Readers: Everyone
Automated curricula through setter-solver interactions.
Sébastien Racanière, Andrew K. Lampinen, Adam Santoro, David P. Reichert, Vlad Firoiu, Timothy P. Lillicrap
- 2019 (modified: 09 Nov 2022)
- CoRR2019
- Readers: Everyone

View all 18 publications

Co-Authors

View all 63 co-authors