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Gustavo Perez

University of Massachusetts Amherst

2 papers hereh-index 7160 citations19 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • astro-ph.GA1
  • cs.CV1
affiliations
  • University of Massachusetts Amherst
Homepage

identity via Semantic Scholar / OpenAlex

most citedStarcNet: Machine Learning for Star Cluster Identification

24 citations · 24 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2021

Domain Adaptor Networks for Hyperspectral Image Recognition

Gustavo Perez, Subhransu Maji

We consider the problem of adapting a network trained on three-channel color images to a hyperspectral domain with a large number of channels. To this end, we propose domain adapto…

astro-ph.GA2020★ 24 cited

StarcNet: Machine Learning for Star Cluster Identification

Gustavo Perez, Matteo Messa, Daniela Calzetti +4

We present a machine learning (ML) pipeline to identify star clusters in the multi{color images of nearby galaxies, from observations obtained with the Hubble Space Telescope as pa…

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