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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 2024Show all

2 papers · 1 filter

cs.CV2024

LLM meets Vision-Language Models for Zero-Shot One-Class Classification

Yassir Bendou, Giulia Lioi, Bastien Pasdeloup +4

We consider the problem of zero-shot one-class visual classification, extending traditional one-class classification to scenarios where only the label of the target class is availa…

eess.SP2024

Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding

Yassine El Ouahidi, Giulia Lioi, Nicolas Farrugia +2

In the context of Brain-Computer Interfaces, we propose an adaptive method that reaches offline performance level while being usable online without requiring supervision. Interesti…

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