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Mateusz Malinowski
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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

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* 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

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* 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

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* 13 pages, 13 figures 
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Long-Term Image Boundary Prediction


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

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* 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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