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researcher

S. P. Polyakov

2 papers here

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

author position
  • middle author2

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

fields
  • astro-ph.IM2
ORCID 0000-0002-8429-8478

identity via Semantic Scholar / OpenAlex

most citedUsing a Conditional Generative Adversarial Network to Control the Statistical Characteristics of Generated Images for IACT Data Analysis

7 citations · 10 across the 2 of their papers we have counts for

collaborators

2 papers

astro-ph.IM2022★ 7 cited

Using a Conditional Generative Adversarial Network to Control the Statistical Characteristics of Generated Images for IACT Data Analysis

Julia Dubenskaya, Alexander Kryukov, Andrey Demichev +3

Generative adversarial networks are a promising tool for image generation in the astronomy domain. Of particular interest are conditional generative adversarial networks (cGANs), w…

astro-ph.IM2022★ 3 cited

Using conditional variational autoencoders to generate images from atmospheric Cherenkov telescopes

Stanislav Polyakov, Alexander Kryukov, Andrey Demichev +3

High-energy particles hitting the upper atmosphere of the Earth produce extensive air showers that can be detected from the ground level using imaging atmospheric Cherenkov telesco…

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