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Giulia Lioi

13 papers hereh-index 7260 citations25 works total

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

author position
  • first author1
  • middle author8
  • last author2

Across the 11 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • eess.SP4
  • cs.CV3

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedEASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients

8 citations · 14 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020

Few-shot Decoding of Brain Activation Maps

Myriam Bontonou, Giulia Lioi, Nicolas Farrugia +1

Few-shot learning addresses problems for which a limited number of training examples are available. So far, the field has been mostly driven by applications in computer vision. Her…

eess.SP2020

Gradients of Connectivity as Graph Fourier Bases of Brain Activity

Giulia Lioi, Vincent Gripon, Abdelbasset Brahim +2

The application of graph theory to model the complex structure and function of the brain has shed new light on its organization and function, prompting the emergence of network neu…

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