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researcher

F. Pérez-Cruz

33 papers hereh-index 356.6k citations165 works total

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

author position
  • first author2
  • middle author9
  • last author21

Across the 32 of 33 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • stat.ML8
  • cs.IT5
  • cs.CR4
  • cs.CV2
  • cs.SD1
same name
  • F. Pérez-Cruz — 6 papers, h 10

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
20102023
most citedDeep Models Under the GAN: Information Leakage from Collaborative Deep Learning

219 citations · 734 across the 29 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2022★ 98 cited

Facilitated machine learning for image-based fruit quality assessment

Manuel Knott, Fernando Perez-Cruz, Thijs Defraeye

Image-based machine learning models can be used to make the sorting and grading of agricultural products more efficient. In many regions, implementing such systems can be difficult…

cs.CV2022★ 6 cited

What You See is What You Classify: Black Box Attributions

Steven Stalder, Nathanaël Perraudin, Radhakrishna Achanta +2

An important step towards explaining deep image classifiers lies in the identification of image regions that contribute to individual class scores in the model's output. However, d…

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