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researcher

Maria Vakalopoulou

10 papers hereh-index 220 citations9 works total

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

author position
  • middle author9
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV8
  • cs.LG2
same name
  • Maria Vakalopoulou — 9 papers, h 6
  • Maria Vakalopoulou — 3 papers, h 12
  • Maria Vakalopoulou — 2 papers, h 4
  • Maria Vakalopoulou — 1 paper, h 4

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
20242026
collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024

You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning

Théo Moutakanni, Maxime Oquab, Marc Szafraniec +2

Self-Supervised learning (SSL) with Joint-Embedding Architectures (JEA) has led to outstanding performances. All instantiations of this paradigm were trained using strong and well-…

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