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Mateusz Malinowski
Mateusz Malinowski
Chief Scientific Officer at MoonValley
Email confirmado em google.com - Página inicial
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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
40132018
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
19582017
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
9162014
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
8002015
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
3492018
Hyperbolic attention networks
C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ...
arXiv preprint arXiv:1805.09786, 2018
2922018
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
2292018
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
1582016
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
1462021
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
1362017
Learning Visual Question Answering by Bootstrapping Hard Attention
M Malinowski, C Doersch, A Santoro, P Battaglia
The European Conference on Computer Vision (ECCV), 2018
1272018
Towards a Visual Turing Challenge
M Malinowski, M Fritz
NIPS Workshop on Learning Semantics, 2014
1012014
Perception test: A diagnostic benchmark for multimodal video models
V Patraucean, L Smaira, A Gupta, A Recasens, L Markeeva, D Banarse, ...
Advances in Neural Information Processing Systems 36, 2024
802024
The streetlearn environment and dataset
P Mirowski, A Banki-Horvath, K Anderson, D Teplyashin, KM Hermann, ...
arXiv preprint arXiv:1903.01292, 2019
772019
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
74*2020
General-purpose, long-context autoregressive modeling with Perceiver AR
C Hawthorne, A Jaegle, C Cangea, S Borgeaud, C Nash, M Malinowski, ...
International Conference on Machine Learning, 8535-8558, 2022
652022
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
582020
Learnable pooling regions for image classification
M Malinowski, M Fritz
ICLR Workshop, 2013
532013
Negotiation and honesty in artificial intelligence methods for the board game of Diplomacy
J Kramár, T Eccles, I Gemp, A Tacchetti, KR McKee, M Malinowski, ...
Nature Communications 13 (1), 7214, 2022
512022
Transframer: Arbitrary Frame Prediction with Generative Models
C Nash, J Carreira, J Walker, I Barr, A Jaegle, P Battaglia, M Mateusz
arXiv preprint arXiv:2203.09494, 2022
392022
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