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Gemma Roig

10 papers hereh-index 352 citations10 works total

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

author position
  • middle author5
  • last author4

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV10
same name
  • Gemma Roig — 4 papers, h 0
  • Gemma Roig — 3 papers, h 1
  • Gemma Roig — 2 papers, h 2
  • Gemma Roig — 2 papers, h 7
  • Gemma Roig — 1 paper, h 1
  • Gemma Roig — 1 paper, h 1

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
20232026
most citedAnalyzing Vision Transformers for Image Classification in Class Embedding Space

7 citations · 10 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.CV2025

Human Gaze Boosts Object-Centered Representation Learning

Timothy Schaumlöffel, Arthur Aubret, Gemma Roig +1

Recent self-supervised learning (SSL) models trained on human-like egocentric visual inputs substantially underperform on image recognition tasks compared to humans. These models t…

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