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20222026
most citedEASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients

8 citations · 9 across the 14 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.CV2023

Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning

Yassir Bendou, Vincent Gripon, Bastien Pasdeloup +4

In the realm of few-shot learning, foundation models like CLIP have proven effective but exhibit limitations in cross-domain robustness especially in few-shot settings. Recent work…

cs.CV2023

Disambiguation of One-Shot Visual Classification Tasks: A Simplex-Based Approach

Yassir Bendou, Lucas Drumetz, Vincent Gripon +2

The field of visual few-shot classification aims at transferring the state-of-the-art performance of deep learning visual systems onto tasks where only a very limited number of tra…