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of 821
pro vyhledávání: '"Pannatier, A"'
Autoregressive models, such as the GPT family, use a fixed order, usually left-to-right, to generate sequences. However, this is not a necessity. In this paper, we challenge this assumption and show that by simply adding a positional encoding for the
Externí odkaz:
http://arxiv.org/abs/2404.09562
Real-world problems often involve complex and unstructured sets of measurements, which occur when sensors are sparsely placed in either space or time. Being able to model this irregular spatiotemporal data and extract meaningful forecasts is crucial.
Externí odkaz:
http://arxiv.org/abs/2210.11269
Autor:
Mai, Florian, Pannatier, Arnaud, Fehr, Fabio, Chen, Haolin, Marelli, Francois, Fleuret, Francois, Henderson, James
Publikováno v:
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Transformer-based architectures are the model of choice for natural language understanding, but they come at a significant cost, as they have quadratic complexity in the input length, require a lot of training data, and can be difficult to tune. In t
Externí odkaz:
http://arxiv.org/abs/2203.03691
This paper proposes a simple yet efficient high-altitude wind nowcasting pipeline. It processes efficiently a vast amount of live data recorded by airplanes over the whole airspace and reconstructs the wind field with good accuracy. It creates a uniq
Externí odkaz:
http://arxiv.org/abs/2112.10408
Autor:
Tanja Barth-Jaeggi, Cornelia Speich, Cassien Havugimana, Francine Bayisenge, Simon Kimenju, Wilfred Omondi, S. Fuad Pasha, Shahidul Islam, Kesso Gabrielle van Zutphen-Küffer, Sophie van den Berg, Dominique Barjolle, Marnie Pannatier, Helen Prytherch
Publikováno v:
BMC Nutrition, Vol 9, Iss 1, Pp 1-15 (2023)
Abstract Background By 2050, approximately 68% of the global population will live in cities, but nutrition data on urban populations of low- and middle-income countries are scarce. Fast growing secondary cities, combining characteristics and hurdles
Externí odkaz:
https://doaj.org/article/6465f806f67742c7ba8b9944d61b588d
Publikováno v:
In Learning and Instruction April 2024 90
Publikováno v:
In World Development October 2023 170
Autor:
Manzo, Gaetano, Pannatier, Yvan, Duflot, Patrick, Kolh, Philippe, Chavez, Marcela, Bleret, Valérie, Calvaresi, Davide, Jimenez-del-Toro, Oscar, Schumacher, Michael, Calbimonte, Jean-Paul
Publikováno v:
In Computer Methods and Programs in Biomedicine April 2023 231
Autor:
Myriam Arévalo-Herrera, Xiomara Gaitán, Michelle Larmat-Delgado, María Alejandra Caicedo, Sonia M. Herrera, Juliana Henao-Giraldo, Angélica Castellanos, Jean-Christophe Devaud, André Pannatier, José Oñate, Giampietro Corradin, Sócrates Herrera
Publikováno v:
Nature Communications, Vol 13, Iss 1, Pp 1-10 (2022)
In this phase 2 clinical trial, the authors assess protective efficacy of a Plasmodium vivax circumsporozoite vaccine in naïve and semi-immune individuals from controlled human malaria infection as well as antibody and IFN-γ response to vaccination
Externí odkaz:
https://doaj.org/article/b0a62d85f2554194b0037ae5e2bd0a90
Autor:
Cornelia Speich, Tanja Barth-Jaeggi, Capucine Musard, Cassien Havugimana, Charles Nwokoro, Elvis Gakuba, Farhad Zamil, Florence Sécula, Carmen Thönnissen, Johan Six, Klaus Kraemer, Kesso Gabrielle van Zutphen, Martijn Sonnevelt, Puja P. Tshering, Séverine Erismann, Sophie van den Berg, Simon Winter, Victoria Johnson-Chadwick, Marnie Pannatier, Breda Gavin-Smith, Dominique Barjolle, Helen Prytherch
Publikováno v:
Frontiers in Public Health, Vol 11 (2023)
BackgroundSecondary cities tend to be better linked with local food systems than primate cities, acting as important platforms to trade agricultural produce with rural surrounding. COVID-19, conflicts and climate change continue to expose inefficienc
Externí odkaz:
https://doaj.org/article/4d5659adea4e4fc9a7cf36c697b73d3d