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researcher

Nataniel Ruiz

11 papers hereh-index 146.6k citations24 works total

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

author position
  • first author6
  • middle author5

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

fields
  • cs.CV9
  • cs.HC1
  • cs.LG1
same name
  • Nataniel Ruiz — 4 papers, h 7
  • Nataniel Ruiz — 4 papers, h 3
  • Nataniel Ruiz — 2 papers
  • Nataniel 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
20182022
most citedProtecting Against Image Translation Deepfakes by Leaking Universal Perturbations from Black-Box Neural Networks

8 citations · 22 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2018

Learning To Simulate

Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker

Simulation is a useful tool in situations where training data for machine learning models is costly to annotate or even hard to acquire. In this work, we propose a reinforcement le…

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