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Piotr Mirowski
Piotr Mirowski
Senior Staff Research Scientist at DeepMind
Preverjeni e-poštni naslov na deepmind.com - Domača stran
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Leto
Learning to navigate in complex environments
P Mirowski, R Pascanu, F Viola, H Soyer, AJ Ballard, A Banino, M Denil, ...
arXiv preprint arXiv:1611.03673, 2016
10542016
Skilful precipitation nowcasting using deep generative models of radar
S Ravuri, K Lenc, M Willson, D Kangin, R Lam, P Mirowski, M Fitzsimons, ...
Nature 597 (7878), 672-677, 2021
8962021
Vector-based navigation using grid-like representations in artificial agents
A Banino, C Barry, B Uria, C Blundell, T Lillicrap, P Mirowski, A Pritzel, ...
Nature 557 (7705), 429-433, 2018
7942018
Classification of patterns of EEG synchronization for seizure prediction
P Mirowski, D Madhavan, Y LeCun, R Kuzniecky
Clinical neurophysiology 120 (11), 1927-1940, 2009
5232009
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
3542018
Predictive network modeling of the high-resolution dynamic plant transcriptome in response to nitrate
G Krouk, P Mirowski, Y LeCun, DE Shasha, GM Coruzzi
Genome biology 11, 1-19, 2010
3042010
Co-writing screenplays and theatre scripts with language models: Evaluation by industry professionals
P Mirowski, KW Mathewson, J Pittman, R Evans
Proceedings of the 2023 CHI conference on human factors in computing systems …, 2023
2522023
Comparing SVM and convolutional networks for epileptic seizure prediction from intracranial EEG
PW Mirowski, Y LeCun, D Madhavan, R Kuzniecky
2008 IEEE workshop on machine learning for signal processing, 244-249, 2008
2402008
SignalSLAM: Simultaneous localization and mapping with mixed WiFi, Bluetooth, LTE and magnetic signals
P Mirowski, TK Ho, S Yi, M MacDonald
International Conference on Indoor Positioning and Indoor Navigation, 1-10, 2013
2272013
Unsupervised predictive memory in a goal-directed agent
G Wayne, CC Hung, D Amos, M Mirza, A Ahuja, A Grabska-Barwinska, ...
arXiv preprint arXiv:1803.10760, 2018
2112018
A sparse coding approach to household electricity demand forecasting in smart grids
CN Yu, P Mirowski, TK Ho
IEEE Transactions on Smart Grid 8 (2), 738-748, 2016
1972016
System and method for feature-rich continuous space language models
PW Mirowski, S Bangalore, S Balakrishnan, S Chopra
US Patent 9,092,425, 2015
1802015
Statistical machine learning and dissolved gas analysis: a review
P Mirowski, Y LeCun
IEEE Transactions on Power Delivery 27 (4), 1791-1799, 2012
1602012
Demand forecasting in smart grids
P Mirowski, S Chen, TK Ho, CN Yu
Bell Labs technical journal 18 (4), 135-158, 2014
1322014
KL-divergence kernel regression for non-Gaussian fingerprint based localization
P Mirowski, H Steck, P Whiting, R Palaniappan, M MacDonald, TK Ho
2011 International Conference on Indoor Positioning and Indoor Navigation, 1-10, 2011
962011
Probabilistic radio-frequency fingerprinting and localization on the run
P Mirowski, D Milioris, P Whiting, TK Ho
Bell Labs Technical Journal 18 (4), 111-133, 2014
902014
The streetlearn environment and dataset
P Mirowski, A Banki-Horvath, K Anderson, D Teplyashin, KM Hermann, ...
arXiv preprint arXiv:1903.01292, 2019
802019
One-shot reinforcement learning for robot navigation with interactive replay
J Bruce, N Sünderhauf, P Mirowski, R Hadsell, M Milford
arXiv preprint arXiv:1711.10137, 2017
762017
Dependency recurrent neural language models for sentence completion
P Mirowski, A Vlachos
arXiv preprint arXiv:1507.01193, 2015
752015
Learning to follow directions in street view
KM Hermann, M Malinowski, P Mirowski, A Banki-Horvath, K Anderson, ...
Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 11773 …, 2020
742020
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