activity
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 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…

cs.CV2024

Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes

Raphael Lafargue, Yassir Bendou, Bastien Pasdeloup +4

When training data is scarce, it is common to make use of a feature extractor that has been pre-trained on a large base dataset, either by fine-tuning its parameters on the ``targe…