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M. Vilas

11 papers hereh-index 10447 citations25 works total

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

author position
  • first author3
  • middle author6

Across the 9 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.AI3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedThe Algonauts Project 2023 Challenge: How the Human Brain Makes Sense of Natural Scenes

22 citations · 36 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CV2023★ 7 cited

Analyzing Vision Transformers for Image Classification in Class Embedding Space

Martina G. Vilas, Timothy Schaumlöffel, Gemma Roig

Despite the growing use of transformer models in computer vision, a mechanistic understanding of these networks is still needed. This work introduces a method to reverse-engineer V…

cs.CV2023★ 22 cited

The Algonauts Project 2023 Challenge: How the Human Brain Makes Sense of Natural Scenes

A. T. Gifford, B. Lahner, S. Saba-Sadiya +6

The sciences of biological and artificial intelligence are ever more intertwined. Neural computational principles inspire new intelligent machines, which are in turn used to advanc…

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