Mateusz Malinowski

Principal Researcher, MoonValley AI

Joined

October 2016

Names

Mateusz Malinowski (Preferred)

Emails

****@mpi-inf.mpg.de (Confirmed)

****@google.com (Confirmed)

****@deepmind.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

MoonValley AI (moonvalley.ai)

2024 – Present

Research Scientist

DeepMind (deepmind.com)

2017 – 2024

PhD student

Saarland Informatics Campus, Max-Planck Institute (mpi-inf.mpg.de)

2011 – 2016

Advisors, Relations & Conflicts

Coworker

Peter Battaglia

2017 – Present

Coworker

Carl Doersch

2017 – Present

Coauthor

Peter Battaglia

2017 – Present

Coauthor

Mario Fritz

2016 – 2016

Coauthor

Zeynep Akata

2016 – 2016

Coauthor

Bernt Schiele

2016 – 2016

Coauthor

Andreas Bulling

2016 – 2016

Coauthor

Marcus Rohrbach

2015 – 2016

PhD Advisor

Mario Fritz

2011 – 2016

Advisor

Mario Fritz

2011 – 2016

Expertise

language and vision

Present

visual question answering

Present

learning representation

Present

scalable training

Present

Publications

Perception Test: A Diagnostic Benchmark for Multimodal Video Models
Viorica Patraucean, Lucas Smaira, Ankush Gupta, Adria Recasens Continente, Larisa Markeeva, Dylan Sunil Banarse, Skanda Koppula, Joseph Heyward, Mateusz Malinowski, Yi Yang, Carl Doersch, Tatiana Matejovicova, Yury Sulsky, Antoine Miech, Alexandre Fréchette, Hanna Klimczak, Raphael Koster, Junlin Zhang, Stephanie Winkler, Yusuf Aytar et al. (4 additional authors not shown)
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Transframer: Arbitrary Frame Prediction with Generative Models
Charlie Nash, Joao Carreira, Jacob C Walker, Iain Barr, Andrew Jaegle, Mateusz Malinowski, Peter Battaglia
- Accepted by TMLR
- Readers: Everyone
A Simple, Yet Effective Approach to Finding Biases in Code Generation
Spyridon Mouselinos, Mateusz Malinowski, Henryk Michalewski
- 22 Sept 2022 (modified: 15 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members
Daphne Cornelisse, Thomas Rood, Yoram Bachrach, Mateusz Malinowski, Tal Kachman
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Measuring CLEVRness: Black-box Testing of Visual Reasoning Models
Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Learning Altruistic Behaviours in Reinforcement Learning without External Rewards
Tim Franzmeyer, Mateusz Malinowski, Joao F. Henriques
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Spotlight
- Readers: Everyone
Sideways: Depth-Parallel Training of Video Models
Mateusz Malinowski, Grzegorz Michal Swirszcz, Joao Carreira, Viorica Patraucean
- 23 Aug 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
IReEn: Reverse-Engineering of Black-Box Functions via Iterative Neural Program Synthesis
Hossein Hajipour, Mateusz Malinowski, Mario Fritz
- Published: 02 Nov 2020, Last Modified: 05 May 2023
- NeurIPS 2020 CAP Workshop
- Readers: Everyone
Long-Term Image Boundary Prediction
Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz
- 2018 (modified: 16 Jul 2019)
- AAAI 2018
- Readers: Everyone
Learning to Navigate in Cities Without a Map
Piotr Mirowski, Matthew Koichi Grimes, Mateusz Malinowski, Karl Moritz Hermann, Keith Anderson, Denis Teplyashin, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone

View all 16 publications

Co-Authors

View all 61 co-authors