3 papers
cs.LG2025
MODIS: Multi-Omics Data Integration for Small and unpaired datasets
Daniel Lepe-Soltero, Thierry Artières, Anaïs Baudot +1
An important objective in computational biology is the efficient integration of multi-omics data. The task of integration comes with challenges: multi-omics data are most often unp…
q-bio.GN2024
Hierarchical novel class discovery for single-cell transcriptomic profiles
Malek Senoussi, Thierry Artières, Paul Villoutreix
One of the major challenges arising from single-cell transcriptomics experiments is the question of how to annotate the associated single-cell transcriptomic profiles. Because of t…
cs.CV2024
DP-Net: Learning Discriminative Parts for image recognition
Ronan Sicre, Hanwei Zhang, Julien Dejasmin +3
This paper presents Discriminative Part Network (DP-Net), a deep architecture with strong interpretation capabilities, which exploits a pretrained Convolutional Neural Network (CNN…