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Learning Altruistic Behaviours in Reinforcement Learning without External Rewards


Jul 22, 2021
Tim Franzmeyer, Mateusz Malinowski, João F. Henriques


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Gradient Forward-Propagation for Large-Scale Temporal Video Modelling


Jul 12, 2021
Mateusz Malinowski, Dimitrios Vytiniotis, Grzegorz Swirszcz, Viorica Patraucean, Joao Carreira

* Accepted to CVPR 2021. arXiv admin note: text overlap with arXiv:2001.06232 

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Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning


Jun 07, 2021
Piotr Piękos, Henryk Michalewski, Mateusz Malinowski

* The paper has been accepted to the ACL-IJCNLP 2021 conference 

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Broaden Your Views for Self-Supervised Video Learning


Mar 30, 2021
Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman


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IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis


Jun 18, 2020
Hossein Hajipour, Mateusz Malinowski, Mario Fritz

* 14 pages, 10 figures 

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Visual Grounding in Video for Unsupervised Word Translation


Mar 26, 2020
Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman

* CVPR 2020 
* CVPR 2020 

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Sideways: Depth-Parallel Training of Video Models


Jan 17, 2020
Mateusz Malinowski, Grzegorz Swirszcz, Joao Carreira, Viorica Patraucean


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Learning dynamic polynomial proofs


Jun 04, 2019
Alhussein Fawzi, Mateusz Malinowski, Hamza Fawzi, Omar Fawzi


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The StreetLearn Environment and Dataset


Mar 04, 2019
Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Denis Teplyashin, Karl Moritz Hermann, Mateusz Malinowski, Matthew Koichi Grimes, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell

* 13 pages, 6 figures, 4 tables. arXiv admin note: text overlap with arXiv:1804.00168 

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Learning To Follow Directions in Street View


Mar 01, 2019
Karl Moritz Hermann, Mateusz Malinowski, Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Raia Hadsell


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Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning


Dec 03, 2018
Aishwarya Agrawal, Mateusz Malinowski, Felix Hill, Ali Eslami, Oriol Vinyals, Tejas Kulkarni


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Relational inductive biases, deep learning, and graph networks


Oct 17, 2018
Peter W. Battaglia, Jessica B. Hamrick, Victor Bapst, Alvaro Sanchez-Gonzalez, Vinicius Zambaldi, Mateusz Malinowski, Andrea Tacchetti, David Raposo, Adam Santoro, Ryan Faulkner, Caglar Gulcehre, Francis Song, Andrew Ballard, Justin Gilmer, George Dahl, Ashish Vaswani, Kelsey Allen, Charles Nash, Victoria Langston, Chris Dyer, Nicolas Heess, Daan Wierstra, Pushmeet Kohli, Matt Botvinick, Oriol Vinyals, Yujia Li, Razvan Pascanu


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Playing the Game of Universal Adversarial Perturbations


Sep 25, 2018
Julien Perolat, Mateusz Malinowski, Bilal Piot, Olivier Pietquin


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The Visual QA Devil in the Details: The Impact of Early Fusion and Batch Norm on CLEVR


Sep 11, 2018
Mateusz Malinowski, Carl Doersch

* Presented at ECCV'18 Workshop on Shortcomings in Vision and Language 

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Learning Visual Question Answering by Bootstrapping Hard Attention


Aug 01, 2018
Mateusz Malinowski, Carl Doersch, Adam Santoro, Peter Battaglia

* ECCV 2018 

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Hyperbolic Attention Networks


May 24, 2018
Caglar Gulcehre, Misha Denil, Mateusz Malinowski, Ali Razavi, Razvan Pascanu, Karl Moritz Hermann, Peter Battaglia, Victor Bapst, David Raposo, Adam Santoro, Nando de Freitas


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Learning to Navigate in Cities Without a Map


Apr 17, 2018
Piotr Mirowski, Matthew Koichi Grimes, Mateusz Malinowski, Karl Moritz Hermann, Keith Anderson, Denis Teplyashin, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell

* 13 pages, 13 figures 

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Long-Term Image Boundary Prediction


Nov 23, 2017
Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz

* Accepted in the AAAI Conference for Artificial Intelligence, 2018 

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A simple neural network module for relational reasoning


Jun 05, 2017
Adam Santoro, David Raposo, David G. T. Barrett, Mateusz Malinowski, Razvan Pascanu, Peter Battaglia, Timothy Lillicrap


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Ask Your Neurons: A Deep Learning Approach to Visual Question Answering


Nov 24, 2016
Mateusz Malinowski, Marcus Rohrbach, Mario Fritz

* Improved version, it also has a final table from the VQA challenge, and more baselines on DAQUAR 

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Tutorial on Answering Questions about Images with Deep Learning


Oct 04, 2016
Mateusz Malinowski, Mario Fritz

* The tutorial was presented at '2nd Summer School on Integrating Vision and Language: Deep Learning' in Malta, 2016 

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Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task


Aug 09, 2016
Ashkan Mokarian, Mateusz Malinowski, Mario Fritz

* Accepted to BMVC'16 

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Spatio-Temporal Image Boundary Extrapolation


May 24, 2016
Apratim Bhattacharyya, Mateusz Malinowski, Mario Fritz


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Multi-Cue Zero-Shot Learning with Strong Supervision


Mar 29, 2016
Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele

* 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 

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Contextual Media Retrieval Using Natural Language Queries


Feb 16, 2016
Sreyasi Nag Chowdhury, Mateusz Malinowski, Andreas Bulling, Mario Fritz

* 8 pages, 9 figures, 1 table 

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Ask Your Neurons: A Neural-based Approach to Answering Questions about Images


Oct 01, 2015
Mateusz Malinowski, Marcus Rohrbach, Mario Fritz

* ICCV'15 (Oral) 

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Learnable Pooling Regions for Image Classification


May 05, 2015
Mateusz Malinowski, Mario Fritz


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