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Mateusz Malinowski
Mateusz Malinowski
Research Scientist, Google DeepMind
Potvrđena adresa e-pošte na google.com - Početna stranica
Naslov
Citirano
Citirano
Godina
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
27072018
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 30, 2017
16012017
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 27, 2014
7792014
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
7032015
Learning to navigate in cities without a map
P Mirowski, M Grimes, M Malinowski, KM Hermann, K Anderson, ...
Advances in neural information processing systems 31, 2018
2772018
Hyperbolic attention networks
C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ...
arXiv preprint arXiv:1805.09786, 2018
2032018
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
1382016
Relational inductive biases, deep learning, and graph networks. arXiv 2018
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
1292018
Ask your neurons: A deep learning approach to visual question answering
M Malinowski, M Rohrbach, M Fritz
International Journal of Computer Vision 125, 110-135, 2017
1132017
Learning Visual Question Answering by Bootstrapping Hard Attention
M Malinowski, C Doersch, A Santoro, P Battaglia
The European Conference on Computer Vision (ECCV), 2018
1022018
Broaden your views for self-supervised video learning
A Recasens, P Luc, JB Alayrac, L Wang, F Strub, C Tallec, M Malinowski, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
872021
Towards a Visual Turing Challenge
M Malinowski, M Fritz
NIPS Workshop on Learning Semantics, 2014
842014
Learning to follow directions in street view
M Malinowski, KM Hermann, P Mirowski, A Banki-Horvath, K Anderson, ...
Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 11773 …, 2020
52*2020
Learnable pooling regions for image classification
M Malinowski, M Fritz
ICLR Workshop, 2013
492013
Relational inductive biases, deep learning, and graph networks (2018)
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 1806
491806
The streetlearn environment and dataset
P Mirowski, A Banki-Horvath, K Anderson, D Teplyashin, KM Hermann, ...
arXiv preprint arXiv:1903.01292, 2019
452019
Visual grounding in video for unsupervised word translation
GA Sigurdsson, JB Alayrac, A Nematzadeh, L Smaira, M Malinowski, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
442020
Learning Smooth Pooling Regions for Visual Recognition
M Malinowski, M Fritz
British Machine Vision Conference 2013, 2013
362013
A pooling approach to modelling spatial relations for image retrieval and annotation
M Malinowski, M Fritz
arXiv preprint arXiv:1411.5190, 2014
342014
Long-Term Image Boundary Prediction
A Bhattacharyya, M Malinowski, B Schiele, M Fritz
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
26*2018
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