Zobrazeno 1 - 10
of 843
pro vyhledávání: '"SOUSA, Rafael"'
Autor:
Basílio, Gustavo A., Pereira, Thiago B., Koerich, Alessandro L., Dias, Ludmila, Teixeira, Maria das Graças da S., Sousa, Rafael T., Hisatugu, Wilian H., Mota, Amanda S., Garcia, Anilton S., Galletta, Marco Aurélio K., Tavares, Hermano, Paixão, Thiago M.
Major Depressive Disorder and anxiety disorders affect millions globally, contributing significantly to the burden of mental health issues. Early screening is crucial for effective intervention, as timely identification of mental health issues can si
Externí odkaz:
http://arxiv.org/abs/2410.05450
Autor:
da Rosa, Augusto Seben, Angeli, Marlon Daniel, Junior, Jorge Aikes, Ferreira, Alef Iury, Gris, Lucas Rafael, Soares, Anderson da Silva, Junior, Arnaldo Candido, de Oliveira, Frederico Santos, Damke, Gabriel Trevisan, Sousa, Rafael Teixeira
We developed a jitted compiler for training Artificial Neural Networks using C++, LLVM and Cuda. It features object-oriented characteristics, strong typing, parallel workers for data pre-processing, pythonic syntax for expressions, PyTorch like model
Externí odkaz:
http://arxiv.org/abs/2409.11600
Incini Burmeister, 1842 é uma tribo neotropical de Scarabaeidae composta por cinco gêneros: Archedinus Morón & Krikken, 1990 (1), Coelocratus Burmeister & Schaum, 1841, Golinca Thomson, 1878 (1), Inca LePeletier & Serville, 1828 (7) e Pantodinus,
The origins of carbonaceous asteroids in the asteroid belt is not fully understood. The leading hypothesis is that they were not born at their current location but instead implanted into the asteroid belt early in the Solar System history. We investi
Externí odkaz:
http://arxiv.org/abs/2312.05331
Autor:
Pereira, Mayana, Kshirsagar, Meghana, Mukherjee, Sumit, Dodhia, Rahul, Ferres, Juan Lavista, de Sousa, Rafael
Differentially private (DP) synthetic data sets are a solution for sharing data while preserving the privacy of individual data providers. Understanding the effects of utilizing DP synthetic data in end-to-end machine learning pipelines impacts areas
Externí odkaz:
http://arxiv.org/abs/2310.19250
Autor:
Sousa, Rafael, Pereira, Marcio, Kwon, Yongin, Kim, Taeho, Jung, Namsoon, Kim, Chang Soo, Frank, Michael, Araujo, Guido
Publikováno v:
Journal of Parallel and Distributed Computing Journal of Parallel and Distributed Computing, Volume 175, May 2023, Pages 66-79
Although code generation for Convolution Neural Network (CNN) models has been extensively studied, performing efficient data slicing and parallelization for highly-constrai\-ned Multicore Neural Processor Units (NPUs) is still a challenging problem.
Externí odkaz:
http://arxiv.org/abs/2304.03013
Autor:
Sousa, Rafael Vitor Barbosa
A Discoteca Pública Municipal de São Paulo, criada em 1935 com a institucionalização do Departamento de Cultura, tem sido alvo de pesquisas nos últimos anos. Oneyda Alvarenga, ex-aluna e principal herdeira de Mário de Andrade no que se refere a
Autor:
Ferrari, Victor, Sousa, Rafael, Pereira, Marcio, de Carvalho, João P. L., Amaral, José Nelson, Moreira, José, Araujo, Guido
Convolution is one of the most computationally intensive operations that must be performed for machine-learning model inference. A traditional approach to compute convolutions is known as the Im2Col + BLAS method. This paper proposes SConv: a direct-
Externí odkaz:
http://arxiv.org/abs/2303.04739
Autor:
Pacheco, Verônica Madeira, Brown-Brandl, Tami M., de Sousa, Rafael Vieira, Rohrer, Gary A., Sharma, Sudhendu Raj, Martello, Luciane Silva
Publikováno v:
In Smart Agricultural Technology December 2024 9
Autor:
de Sousa, Rafael Ribeiro, Morbidelli, Alessandro, Gomes, Rodney, Neto, Ernesto Vieira, Izidoro, Andre, Alves, Abreuçon Atanasio
The Dwarf Planet Ceres revealed the presence of ammonia and other unique properties compared to other asteroids in the main belt which suggests that it was not formed in situ. We model the early dynamical evolution of the outer Solar System to study
Externí odkaz:
http://arxiv.org/abs/2202.09238