Zobrazeno 1 - 10
of 6 336
pro vyhledávání: '"P. Piñeiro"'
Autor:
Piñeiro, César, Pichel, Juan C.
Python demonstrates lower performance in comparison to traditional high performance computing (HPC) languages such as C, C++, and Fortran. This performance gap is largely due to Python's interpreted nature and the Global Interpreter Lock (GIL), which
Externí odkaz:
http://arxiv.org/abs/2411.14887
Autor:
Fernández-Piñeiro, Pablo, Ferández-Veiga, Manuel, Díaz-Redondo, Rebeca P., Fernández-Vilas, Ana, González-Soto, Martín
In prototype-based federated learning, the exchange of model parameters between clients and the master server is replaced by transmission of prototypes or quantized versions of the data samples to the aggregation server. A fully decentralized deploym
Externí odkaz:
http://arxiv.org/abs/2411.09267
Autor:
Pjetri, Aurel, Caprasecca, Stefano, Taccari, Leonardo, Simoncini, Matteo, Monteagudo, Henrique Piñeiro, Wallace, Walter, de Andrade, Douglas Coimbra, Sambo, Francesco, Bagdanov, Andrew David
Monocular depth estimation is a critical task for autonomous driving and many other computer vision applications. While significant progress has been made in this field, the effects of viewpoint shifts on depth estimation models remain largely undere
Externí odkaz:
http://arxiv.org/abs/2409.17851
Autor:
Piñeiro-Martín, Andrés, García-Mateo, Carmen, Docío-Fernández, Laura, López-Pérez, María del Carmen, Rehm, Georg
Publikováno v:
Proceedings of Interspeech 2024
This paper addresses the challenge of integrating low-resource languages into multilingual automatic speech recognition (ASR) systems. We introduce a novel application of weighted cross-entropy, typically used for unbalanced datasets, to facilitate t
Externí odkaz:
http://arxiv.org/abs/2409.16954
Autor:
Torrejón, Miguel J., Romero-Guzmán, Cristóbal, Piñeiro, Manuel M., Blas, Felipe J., Algaba, Jesús
Publikováno v:
J. Chem. Phys. 161, 064701 (2024)
In this work, the tetrahydrofuran (THF) hydrate-water interfacial free energy is determined at $500\,\text{bar}$, at one point of the univariant two-phase coexistence line of the THF hydrate, by molecular dynamics simulation. The Mold Integration-Hos
Externí odkaz:
http://arxiv.org/abs/2408.13321
Autor:
Vázquez-Pérez, Jorge, Cardama, F. Javier, Piñeiro, César, Pena, Tomás F., Pichel, Juan C., Gómez, Andrés
The rapid advance of quantum computing has highlighted the need for scalable and efficient software infrastructures to fully exploit its potential. While current quantum processors have significant scalability problems due to the limited number of qu
Externí odkaz:
http://arxiv.org/abs/2408.03712
We investigate the driven-dissipative dynamics of 1D and 2D arrays of multilevel atoms interacting via dipole-dipole interactions and trapped at subwavelength scales. Here we show that in the weakly driven low excitation regime, multilevel atoms, in
Externí odkaz:
http://arxiv.org/abs/2405.16101
Autor:
Barral, David, Cardama, F. Javier, Díaz, Guillermo, Faílde, Daniel, Llovo, Iago F., Juane, Mariamo Mussa, Vázquez-Pérez, Jorge, Villasuso, Juan, Piñeiro, César, Costas, Natalia, Pichel, Juan C., Pena, Tomás F., Gómez, Andrés
The emerging field of quantum computing has shown it might change how we process information by using the unique principles of quantum mechanics. As researchers continue to push the boundaries of quantum technologies to unprecedented levels, distribu
Externí odkaz:
http://arxiv.org/abs/2404.01265
Autor:
Agarwal, Sanaa, Chaparro, Edwin, Barberena, Diego, Orioli, A. Piñeiro, Ferioli, G., Pancaldi, S., Ferrier-Barbut, I., Browaeys, A., Rey, A. M.
Ultra-cold atomic systems are among the most promising platforms that have the potential to shed light on the complex behavior of many-body quantum systems. One prominent example is the case of a dense ensemble illuminated by a strong coherent drive
Externí odkaz:
http://arxiv.org/abs/2403.15556
Autor:
Fabelo, H., Ortega, S., Szolna, A., Bulters, D., Pineiro, J. F., Kabwama, S., Shanahan, A., Bulstrode, H., Bisshopp, S., Kiran, B. R., Ravi, D., Lazcano, R., Madronal, D., Sosa, C., Espino, C., Marquez, M., Plaza, M. De la Luz, Camacho, R., Carrera, D., Hernandez, M., Callico, G. M., Morera, J., Stanciulescu, B., Yang, G. Z., Salvador, R., Juarez, E., Sanz, C., Sarmiento, R.
Publikováno v:
IEEE Access, 2019, 7, pp. 39098 39116
The use of hyperspectral imaging for medical applications is becoming more common in recent years. One of the main obstacles that researchers find when developing hyperspectral algorithms for medical applications is the lack of specific, publicly ava
Externí odkaz:
http://arxiv.org/abs/2402.10776