Mateusz Malinowski
Mateusz Malinowski
Research Scientist, Google DeepMind
Verified email at google.com - Homepage
TitleCited byYear
Ask your neurons: A neural-based approach to answering questions about images
M Malinowski, M Rohrbach, M Fritz
Proceedings of the IEEE international conference on computer vision, 1-9, 2015
3212015
A multi-world approach to question answering about real-world scenes based on uncertain input
M Malinowski, M Fritz
Advances in neural information processing systems, 1682-1690, 2014
2772014
A simple neural network module for relational reasoning
A Santoro, D Raposo, DG Barrett, M Malinowski, R Pascanu, P Battaglia, ...
Advances in neural information processing systems, 4967-4976, 2017
2252017
Relational inductive biases, deep learning, and graph networks
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
762018
Multi-Cue Zero-Shot Learning with Strong Supervision
Z Akata, M Malinowski, M Fritz, B Schiele
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
592016
Towards a Visual Turing Challenge
M Malinowski, M Fritz
NIPS Workshop on Learning Semantics, 2014
482014
Ask your neurons: A deep learning approach to visual question answering
M Malinowski, M Rohrbach, M Fritz
International Journal of Computer Vision 125 (1-3), 110-135, 2017
392017
Learnable pooling regions for image classification
M Malinowski, M Fritz
ICLR Workshop, 2013
282013
Learning Smooth Pooling Regions for Visual Recognition
M Malinowski, M Fritz
British Machine Vision Conference 2013, 2013
192013
Learning to navigate in cities without a map
P Mirowski, M Grimes, M Malinowski, KM Hermann, K Anderson, ...
Advances in Neural Information Processing Systems, 2424-2435, 2018
152018
Long-Term Image Boundary Prediction
A Bhattacharyya, M Malinowski, B Schiele, M Fritz
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
15*2018
A pooling approach to modelling spatial relations for image retrieval and annotation
M Malinowski, M Fritz
arXiv preprint arXiv:1411.5190, 2014
142014
Hard to Cheat: A Turing Test based on Answering Questions about Images
M Malinowski, M Fritz
AAAI Workshop: Beyond the Turing Test, 2015
92015
Hyperbolic attention networks
C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ...
arXiv preprint arXiv:1805.09786, 2018
72018
Learning Visual Question Answering by Bootstrapping Hard Attention
M Malinowski, C Doersch, A Santoro, P Battaglia
The European Conference on Computer Vision (ECCV), 2018
42018
Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task
A Mokarian Forooshani, M Malinowski, M Fritz
27th British Machine Vision Conference, 2016
4*2016
Playing the game of universal adversarial perturbations
J Perolat, M Malinowski, B Piot, O Pietquin
arXiv preprint arXiv:1809.07802, 2018
32018
Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions
M Wagner, H Basevi, R Shetty, W Li, M Malinowski, M Fritz, A Leonardis
European Conference on Computer Vision, 521-537, 2018
32018
Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries
S Nag Chowdhury, M Malinowski, A Bulling, M Fritz
International Conference in Multimedia Retrieval, 2016
3*2016
Towards holistic machines: From visual recognition to question answering about real-world images
M Malinowski
22017
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Articles 1–20