Oriane Siméoni

Localizing Objects with Self-Supervised Transformers and no Labels

Oriane Siméoni, Gilles Puy, Huy V. Vo et al. · arXiv (Cornell University) · 2021 · 107 citations · Full text

Self-supervised Transformers, Engineering, Machine Learning +18

Unsupervised Object Localization: Observing the Background to Discover Objects

Oriane Siméoni, Chloé Sekkat, Gilles Puy et al. · 2023 · 58 citations · Full text

Object Discovery, Scene Analysis, Engineering +16

Rethinking deep active learning: Using unlabeled data at model training

Oriane Siméoni, Mateusz Budnik, Yannis Avrithis et al. · 2021 · 47 citations

Artificial Intelligence, Few-shot Learning, Multiple Instance Learning +22

Tracking global gene expression responses in T cell differentiation

Oriane Siméoni, Vincent Piras, Masaru Tomita et al. · Gene · 2015 · 18 citations

Signal Transduction, T Cell Differentiation, T-regulatory Cell +6

Three Pillars Improving Vision Foundation Model Distillation for Lidar

Gilles Puy, Spyros Gidaris, Alexandre Boulch et al. · 2024 · 17 citations