Publications

2026

1. Mitigating the reconstruction-detection trade-off in VAE-based unsupervised anomaly detection

   Agathe Senellart, Maëlys Solal, Stéphanie Allassonnière, and 1 more author

   In ISBI 2026 - International Symposium on Biomedical Imaging, Apr 2026

   PDF

2025

1. Bridging the inference gap in multimodal variational autoencoders

   Agathe Senellart and Stéphanie Allassonnière

   Journal of Data Science, Statistics, and Visualisation, Nov 2025

   DOI
2. MultiVae: A Python package for Multimodal Variational Autoencoders on Partial Datasets.

   Agathe Senellart, Clément Chadebec, and Stéphanie Allassonnière

   Journal of Open Source Software, Jun 2025

   DOI