publications

2026

  1. Static2Dynamic: Reconstructing videos of unobservable cellular, developmental, and disease processes
    Thomas Boyer, Elaine del Nery, Nathalie Spassky, Auguste Genovesio
    bioRxiv, 2026
    bioRxiv
  2. XFACTORS: Disentangled Information Bottleneck via Contrastive Supervision
    Alexandre Myara, Nicolas Bourriez, Thomas Boyer, Thomas Lemercier, Ihab Bendidi, Auguste Genovesio
    arXiv, 2026
    arXiv
  3. Multi-marginal temporal Schrödinger Bridge Matching from unpaired data
    Thomas Gravier, Thomas Boyer, Auguste Genovesio
    ICML, 2026
    Conference arXiv

2025

  1. Revealing Subtle Phenotypes in Small Microscopy Datasets Using Latent Diffusion Models
    Anis Bourou, Biel Castaño Segade, Thomas Boyer, Valérie Mezger, Auguste Genovesio
    CVPR CVDD, 2025
    Conference arXiv
  2. DiffEx: Explaining a Classifier with Diffusion Models to Identify Microscopic Cellular Variations
    Anis Bourou, Saranga Kingkor Mahanta, Thomas Boyer, Valérie Mezger, Auguste Genovesio
    arXiv, 2025
    arXiv

2024

  1. PhenDiff: Revealing Subtle Phenotypes with Diffusion Models in Real Images
    Anis Bourou, Thomas Boyer, Marzieh Gheisari, , Aurélie De Thonel, Valérie Mezger, Auguste Genovesio
    MICCAI, 2024
    Conference DOI arXiv Code