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researcher

L. Valeriani

2 papers hereh-index 3143 citations12 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedThe geometry of hidden representations of large transformer models

16 citations · 16 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2024

The Narrow Gate: Localized Image-Text Communication in Native Multimodal Models

Alessandro Pietro Serra, Francesco Ortu, Emanuele Panizon +5

Recent advances in multimodal training have significantly improved the integration of image understanding and generation within a unified model. This study investigates how vision-…

cs.LG2023★ 16 cited

The geometry of hidden representations of large transformer models

Lucrezia Valeriani, Diego Doimo, Francesca Cuturello +3

Large transformers are powerful architectures used for self-supervised data analysis across various data types, including protein sequences, images, and text. In these models, the…

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