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HELIO LOPES

Pontifical Catholic University of Rio de Janeiro

225 - Gávea

Rua Marquês de São Vicente

Rio de Janeiro, 22451-900

Brazil

  • Pontifical Catholic University of Rio de Janeiro

SCHOLARLY PAPERS

4

DOWNLOADS

336

TOTAL CITATIONS

6

Scholarly Papers (4)

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1.

Geometric Implicit Neural Representations

Number of pages: 14 Posted: 26 Mar 2024
Luiz Schirmer, Tiago Novello, Vinícius da Silva, Guilherme Schardong, HELIO LOPES and Luiz Velho
affiliation not provided to SSRN, Instituto Nacional de Matemática Pura e Aplicada (IMPA), affiliation not provided to SSRN, Universidade de Coimbra, Pontifical Catholic University of Rio de Janeiro and affiliation not provided to SSRN
Downloads 148 (502,974)

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Neural Fields, Implicit Representations, Training Strategies

2.

Differential Geometry in Neural Implicits

Number of pages: 11 Posted: 14 May 2022
Tiago Novello, Vinicius da Silva, Guilherme Schardong, Luiz Schirmer, HELIO LOPES and Luiz Velho
Instituto Nacional de Matemática Pura e Aplicada (IMPA), affiliation not provided to SSRN, Universidade de Coimbra, Universidade de Coimbra, Pontifical Catholic University of Rio de Janeiro and affiliation not provided to SSRN
Downloads 94 (725,554)
Citation 3

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Implicit Surfaces, Neural Implicits, Discrete Differential Geometry, Differential Geometry, machine learning

3.

A Framework to Automate Data Science Tasks Through Personalized Chatbots

Number of pages: 37 Posted: 23 Mar 2022
Jefry Sastre Perez, Marx Viana, Simone Barbosa, Bruno Feijo and HELIO LOPES
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Pontifical Catholic University of Rio de Janeiro and Pontifical Catholic University of Rio de Janeiro
Downloads 61 (970,490)

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data science, Automation, software engineering, chatbots, conversational interfaces

4.

Identifying Concerns When Specifying Machine Learning-Enabled Systems: A Perspective-Based Approach

Number of pages: 53 Posted: 13 Sep 2023
Hugo Villamizar, Marcos Kalinowski, HELIO LOPES and Daniel Mendez
Pontifical Catholic University of Rio de Janeiro, Pontifical Catholic University of Rio de Janeiro, Pontifical Catholic University of Rio de Janeiro and affiliation not provided to SSRN
Downloads 33 (1,277,121)
Citation 3

Abstract:

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Requirements engineering, machine learning-enabled systems, technology transfer, case study