Man

Nicolás Ricardo Cruz Brunet

Ingeniero de desarrollo

AMTC

Santiago, Chile

Líneas de Investigación


Los últimos 3 años me he especializado en aprendizaje de maquinas. EN particular he trabajado en cambio de dominio usando redes generativas adversarias, detección y segmentación de objetos con redes convolucionales y transformers.

Educación

  •  Ingeniería Eléctrica , UNIVERSIDAD DE CHILE. Chile, 2021

Experiencia Profesional

  •   Ingeniero de desarrollo Full Time

    Mundos virtuales

    Santiago, Chile

    2018 - 2022

Premios y Distinciones

  •   Alumno destacado

    UNIVERSIDAD DE CHILE

    Chile, 2019

    Premio a alumno destacado de ingeniería eléctrica.

  •   Premio IEEE divulgación científica

    IEEE

    Chile, 2018

    Premio IEEE

  •   Best paper award

    robocup

    Alemania, 2016

    Best paper award por integrar redes neuronales a los robots Nao en el simposio en Alemania.


 

Article (2)

Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks

Marin, Luis; Sáez, Doris; Sumner, Mark; Nunez, Alfredo

Article ISI SCOPUS
EXPERT SYSTEMS WITH APPLICATIONS  (2019)

Using convolutional neural networks in robots with limited computational resources: Detecting NAO robots while playing soccer

Cruz N.; Lobos-Tsunekawa K.; Ruiz-Del-Solar J.

Article SCOPUS
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)  (2018)

ConferencePaper (6)

Deep learning applied to humanoid soccer robotics: playing without using any color information

Cruz, N.; Leiva, F.; Ruiz-del-Solar, J.

ConferencePaper
 (2021)

Closing the Simulation-to-Reality Gap using Generative Neural Networks: Training Object Detectors for Soccer Robotics in Simulation as a Case Study

N. Cruz; J. Ruiz Del Solar

ConferencePaper
 (2020)

Generation of Realistic Images for Learning in Simulation using FeatureGAN

N. Cruz; J. Ruiz Del Solar

ConferencePaper
 (2020)

Playing Soccer Without Colors in the SPL: A Convolutional Neural Network Approach

Leiva, F.; Cruz, N.; Bugueño, I.; Ruiz-del-Solar, J.

ConferencePaper
 (2019)

Prediction Intervals With LSTM Networks Trained By Joint Supervision

N. Cruz; L. G. Marín; D. Sáez

ConferencePaper
 (2019)

Neural Network Prediction Interval Based on Joint Supervision

Cruz N.; Marín L.G.; Sáez D.

ConferencePaper SCOPUS
Proceedings of the International Joint Conference on Neural Networks  (2018)

8
Nicolás Cruz

Ingeniero de desarrollo

AMTC

Santiago, Chile

2
Doris Saez

Full Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile