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V. Sharmanska

16 papers hereh-index 172k citations43 works total

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

author position
  • first author1
  • middle author12
  • last author2

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedDistribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study

99 citations · 115 across the 12 of their papers we have counts for

collaborators
Showing 2021 · cs.CVShow all

2 papers · 2 filters

cs.CV2021★ 99 cited

Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study

Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou

Multi-Task Learning has emerged as a methodology in which multiple tasks are jointly learned by a shared learning algorithm, such as a DNN. MTL is based on the assumption that the…

cs.CV2021

Head2HeadFS: Video-based Head Reenactment with Few-shot Learning

Michail Christos Doukas, Mohammad Rami Koujan, Viktoriia Sharmanska +1

Over the past years, a substantial amount of work has been done on the problem of facial reenactment, with the solutions coming mainly from the graphics community. Head reenactment…

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