Malinowski, Mateusz

22 publications

CVPR 2024 SODA: Bottleneck Diffusion Models for Representation Learning Drew A. Hudson, Daniel Zoran, Mateusz Malinowski, Andrew K. Lampinen, Andrew Jaegle, James L. McClelland, Loic Matthey, Felix Hill, Alexander Lerchner

NeurIPS 2023 Perception Test: A Diagnostic Benchmark for Multimodal Video Models Viorica Patraucean, Lucas Smaira, Ankush Gupta, Adria Recasens, Larisa Markeeva, Dylan 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, Simon Osindero, Dima Damen, Andrew Zisserman, Joao Carreira

TMLR 2023 Transframer: Arbitrary Frame Prediction with Generative Models Charlie Nash, Joao Carreira, Jacob C Walker, Iain Barr, Andrew Jaegle, Mateusz Malinowski, Peter Battaglia

ICML 2022 General-Purpose, Long-Context Autoregressive Modeling with Perceiver AR Curtis Hawthorne, Andrew Jaegle, Cătălina Cangea, Sebastian Borgeaud, Charlie Nash, Mateusz Malinowski, Sander Dieleman, Oriol Vinyals, Matthew Botvinick, Ian Simon, Hannah Sheahan, Neil Zeghidour, Jean-Baptiste Alayrac, Joao Carreira, Jesse Engel

ICLR 2022 Learning Altruistic Behaviours in Reinforcement Learning Without External Rewards Tim Franzmeyer, Mateusz Malinowski, Joao F. Henriques

ICLR 2022 Measuring CLEVRness: Black-Box Testing of Visual Reasoning Models Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski

NeurIPS 2022 Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members Daphne Cornelisse, Thomas Rood, Yoram Bachrach, Mateusz Malinowski, Tal Kachman

ICCV 2021 Broaden Your Views for Self-Supervised Video Learning Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Pătrăucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman

CVPR 2021 Gradient Forward-Propagation for Large-Scale Temporal Video Modelling Mateusz Malinowski, Dimitrios Vytiniotis, Grzegorz Swirszcz, Viorica Patraucean, Joao Carreira

NeurIPSW 2020 IReEn: Reverse-Engineering of Black-Box Functions via Iterative Neural Program Synthesis Hossein Hajipour, Mateusz Malinowski, Mario Fritz

AAAI 2020 Learning to Follow Directions in Street View Karl Moritz Hermann, Mateusz Malinowski, Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Raia Hadsell

ICLR 2019 Hyperbolic Attention Networks Caglar Gulcehre, Misha Denil, Mateusz Malinowski, Ali Razavi, Razvan Pascanu, Karl Moritz Hermann, Peter Battaglia, Victor Bapst, David Raposo, Adam Santoro, Nando de Freitas

NeurIPS 2019 Learning Dynamic Polynomial Proofs Alhussein Fawzi, Mateusz Malinowski, Hamza Fawzi, Omar Fawzi

ECCVW 2018 Answering Visual What-if Questions: From Actions to Predicted Scene Descriptions Misha Wagner, Hector Basevi, Rakshith Shetty, Wenbin Li, Mateusz Malinowski, Mario Fritz, Ales Leonardis

ECCV 2018 Learning Visual Question Answering by Bootstrapping Hard Attention Mateusz Malinowski, Carl Doersch, Adam Santoro, Peter Battaglia

NeurIPS 2018 Learning to Navigate in Cities Without a mAP Piotr Mirowski, Matt Grimes, Mateusz Malinowski, Karl Moritz Hermann, Keith Anderson, Denis Teplyashin, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell

AAAI 2018 Long-Term Image Boundary Prediction Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz

NeurIPS 2017 A Simple Neural Network Module for Relational Reasoning Adam Santoro, David Raposo, David G Barrett, Mateusz Malinowski, Razvan Pascanu, Peter Battaglia, Timothy Lillicrap

CVPR 2016 Multi-Cue Zero-Shot Learning with Strong Supervision Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele

ICCV 2015 Ask Your Neurons: A Neural-Based Approach to Answering Questions About Images Mateusz Malinowski, Marcus Rohrbach, Mario Fritz

NeurIPS 2014 A Multi-World Approach to Question Answering About Real-World Scenes Based on Uncertain Input Mateusz Malinowski, Mario Fritz

ICLR 2013 Learnable Pooling Regions for Image Classification Mateusz Malinowski, Mario Fritz