Zobrazeno 1 - 10
of 2 482
pro vyhledávání: '"David, Jean"'
Autor:
AskariHemmat, MohammadHossein, Jeddi, Ahmadreza, Hemmat, Reyhane Askari, Lazarevich, Ivan, Hoffman, Alexander, Sah, Sudhakar, Saboori, Ehsan, Savaria, Yvon, David, Jean-Pierre
Quantization lowers memory usage, computational requirements, and latency by utilizing fewer bits to represent model weights and activations. In this work, we investigate the generalization properties of quantized neural networks, a characteristic th
Externí odkaz:
http://arxiv.org/abs/2404.11769
Autor:
Hirtz, Jason, David, Jean-Christophe, Cugnon, Joseph, Leya, Ingo, Rodríguez-Sánchez, José Luís, Schnabel, Georg
The accuracy and precision of high-energy spallation models are key issues for the design and development of new applications and experiments. We present a method to estimate model parameters and associated uncertainties by leveraging the Bayesian ve
Externí odkaz:
http://arxiv.org/abs/2312.01993
Autor:
Ershova, Anna, Niewczas, Kajetan, Bolognesi, Sara, Letourneau, Alain, David, Jean-Christophe, Rodríguez-Sánchez, José Luís, Sobczyk, Jan, Blanchet, Adrien, Avanzini, Margherita Buizza, Chakrani, Jaafar, Cugnon, Joseph, Dolan, Stephen, Giganti, Claudio, Hassani, Samira, Hirtz, Jason, Joshi, Shivam, Juszczak, Cezary, Munteanu, Laura, Sgalaberna, Davide, Yevarouskaya, Uladzislava
Present and next generation of long-baseline accelerator experiments are bringing the measurement of neutrino oscillations into the precision era with ever-increasing statistics. One of the most challenging aspects of achieving such measurements is d
Externí odkaz:
http://arxiv.org/abs/2309.05410
Publikováno v:
International Journal for Equity in Health, Vol 23, Iss 1, Pp 1-10 (2024)
Abstract Background Despite many efforts to provide children with legal existence over the last decades, 1 in 4 children under the age of 5 (166 million) do not officially exist, with limited possibility to enjoy their human rights. In Latin America
Externí odkaz:
https://doaj.org/article/e8685adde1984e848f66d7f5a7004620
Autor:
Dupuis, Théo, Fournier, Yoan, AskariHemmat, MohammadHossein, Zarif, Nizar El, Leduc-Primeau, François, David, Jean Pierre, Savaria, Yvon
Convolutional Neural Networks (CNNs) are used in a wide range of applications, with full-precision CNNs achieving high accuracy at the expense of portability. Recent progress in quantization techniques has demonstrated that sub-byte Quantized Neural
Externí odkaz:
http://arxiv.org/abs/2306.09905