Karol Gregor

Researcher, Google

Joined

September 2016

Names

Karol Gregor (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2012 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Deep Learning

Present

Publications

Human-Timescale Adaptation in an Open-Ended Task Space
Jakob Bauer, Kate Baumli, Feryal Behbahani, Avishkar Bhoopchand, Nathalie Bradley-Schmieg, Michael Chang, Natalie Clay, Adrian Collister, Vibhavari Dasagi, Lucy Gonzalez, Karol Gregor, Edward Hughes, Sheleem Kashem, Maria Loks-Thompson, Hannah Openshaw, Jack Parker-Holder, Shreya Pathak, Nicolas Perez-Nieves, Nemanja Rakicevic, Tim Rocktäschel et al. (7 additional authors not shown)
- ICML 2023 OralPoster
- Readers: Everyone
Evolving Neural Update Rules for Sequence Learning
Karol Gregor, Peter Conway Humphreys
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Self-Organizing Intelligent Matter: A blueprint for an AI generating algorithm
Karol Gregor, Frederic Besse
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Finding online neural update rules by learning to remember
Karol Gregor
- 2020 (modified: 08 Nov 2022)
- CoRR 2020
- 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
Learning Attractor Dynamics for Generative Memory
Yan Wu, Gregory Wayne, Karol Gregor, Timothy P. Lillicrap
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Learning and Querying Fast Generative Models for Reinforcement Learning
Lars Buesing, Theophane Weber, Sébastien Racanière, S. M. Ali Eslami, Danilo Jimenez Rezende, David P. Reichert, Fabio Viola, Frederic Besse, Karol Gregor, Demis Hassabis, Daan Wierstra
- 2018 (modified: 08 Nov 2022)
- CoRR 2018
- Readers: Everyone
Towards Conceptual Compression
Karol Gregor, Frederic Besse, Danilo Jimenez Rezende, Ivo Danihelka, Daan Wierstra
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
One-Shot Generalization in Deep Generative Models
Danilo Jimenez Rezende, Shakir Mohamed, Ivo Danihelka, Karol Gregor, Daan Wierstra
- 2016 (modified: 11 Nov 2022)
- ICML 2016
- Readers: Everyone
What is the Best Feature Learning Procedure in Hierarchical Recognition Architectures?
Kevin Jarrett, Koray Kavukcuoglu, Karol Gregor, Yann LeCun
- 2016 (modified: 08 Nov 2022)
- CoRR 2016
- Readers: Everyone

View all 25 publications

Co-Authors

View all 70 co-authors