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Gilberto Ochoa-Ruiz

11 papers hereh-index 8249 citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author6
  • last author4

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • eess.IV4
same name
  • Gilberto Ochoa-Ruiz — 8 papers, h 4
  • Gilberto Ochoa-Ruiz — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedA Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks

5 citations · 13 across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CV2021★ 4 cited

Comparing Machine Learning based Segmentation Models on Jet Fire Radiation Zones

Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz +3

Risk assessment is relevant in any workplace, however there is a degree of unpredictability when dealing with flammable or hazardous materials so that detection of fire accidents b…

cs.CV2021★ 5 cited

A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks

Cuauhtemoc Daniel Suarez-Ramirez, Miguel Gonzalez-Mendoza, Leonardo Chang-Fernandez +2

The optimization of Binary Neural Networks (BNNs) relies on approximating the real-valued weights with their binarized representations. Current techniques for weight-updating use t…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.