Aymane Abdali

According to our database, Aymane Abdali authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Anomalous Samples for Few-Shot Anomaly Detection.

Aymane Abdali, Bartosz Boguslawski, Lucas Drumetz, Vincent Gripon

CoRR, July, 2025

Few-shot learning: data selection, performance prediction and applications. (Apprentissage avec peu de données spécifiques : sélection de données, évaluations et applications).

Aymane Abdali

PhD thesis, 2025

2024

FICUS: Few-Shot Image Classification with Unsupervised Segmentation.

Jonathan Lys, Frédéric Lin, Clément Béliveau, Jules Decaestecker, Yassir Bendou, Aymane Abdali, Bastien Pasdeloup

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Active Learning for Efficient Few-Shot Classification.

Aymane Abdali, Vincent Gripon, Lucas Drumetz, Bartosz Boguslawski

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Active Few-Shot Classification: a New Paradigm for Data-Scarce Learning Settings.

Aymane Abdali, Vincent Gripon, Lucas Drumetz, Bartosz Boguslawski

CoRR, 2022