The performance evaluation of Multi-representation in the Deep Learning models for Relation Extraction Task

Autor: Torres, Jefferson A. Peña, Gutierrez, Raul Ernesto, Bucheli, Victor A., O, Fabio A. Gonzalez

Single implementing, concatenating, adding or replacing of the representations has yielded significant improvements on many NLP tasks. Mainly in Relation Extraction where static, contextualized and others representations that are capable of explainin

Externí odkaz: http://arxiv.org/abs/1912.08290

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Robust Kernels for Robust Location Estimation

Autor: Gallego M, Joseph, Gonzalez O, Fabio

This paper shows that least-square estimation (mean calculation) in a reproducing kernel Hilbert space (RKHS) $\mathcal{F}$ corresponds to different M-estimators in the original space depending on the kernel function associated with $\mathcal{F}$. In

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::30be9ada16b6e14082eca5526e65e806

A comparison of geometric and energy-based point cloud semantic segmentation methods

Autor: David Filliat, Alexander Gepperth, O. Fabio A. Gonzalez, Paola K. Rozo, Mathieu Dubois

Publikováno v: ECMR
6th European Conference on Mobile Robotics (ECMR)
6th European Conference on Mobile Robotics (ECMR), IEEE, Sep 2013, Barcelona, Spain. pp.88-93, ⟨10.1109/ECMR.2013.6698825⟩

International audience; The recent availability of inexpensive RGB-D cameras, such as the Microsoft Kinect, has raised interest in the robotics community for point cloud segmentation. We are interested in the semantic segmentation task in which the g

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aca3711330e8737b98c7d2ede4257404
https://doi.org/10.1109/ecmr.2013.6698825

Políticas públicas y salud: relación entre investigación y decisión

Autor: Gómez A, Rubén Darío, Orozco G., Deisy Alejandra, Rodríguez O, Fabio León, Velásquez V, William

Publikováno v: Revista Facultad Nacional de Salud Pública, Volume: 24, Issue: 2, Pages: 105-118, Published: JUL 2006

Introducción: la gestión de políticas públicas y la investigación son procesos que se complementan. Las primeras deben resolver problemas concretos y las segundas deben ser orientadoras de la decisión hacia cambios sociales benéficos. Sin emba

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______618::6a77de76bd04751f420608a6f12fbe8e
http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S0120-386X2006000200011&lng=en&tlng=en