Antoine Toubhans | DeepAI

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Featured Co-authors

Ismail Ben Ayed
67 publications
Pablo Piantanida
52 publications
Céline Hudelot
31 publications
Myriam Tami
14 publications
Malik Boudiaf
14 publications
Victor Bouvier
9 publications
Etienne Bennequin
6 publications

research

∙ 01/20/2023

Open-Set Likelihood Maximization for Few-Shot Learning

We tackle the Few-Shot Open-Set Recognition (FSOSR) problem, i.e. classi...

6 Malik Boudiaf, et al. ∙

research

∙ 06/18/2022

Model-Agnostic Few-Shot Open-Set Recognition

We tackle the Few-Shot Open-Set Recognition (FSOSR) problem, i.e. classi...

5 Malik Boudiaf, et al. ∙

research

∙ 05/10/2022

Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling

Every day, a new method is published to tackle Few-Shot Image Classifica...

3 Etienne Bennequin, et al. ∙

research

∙ 05/25/2021

Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift

Few-Shot Learning (FSL) algorithms have made substantial progress in lea...

6 Etienne Bennequin, et al. ∙