Cyprien Gille

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Unsupervised Learning

Manifold Regularization

Supervised Classification

Top Venues

Frontiers Bioinform.

Publications

Marin Truchi, Caroline Lacoux, Cyprien Gille, Julien Fassy, Virginie Magnone, Rafael Lopes Goncalves, Cédric Girard Riboulleau, Iris Manosalva-Pena, Marine Gautier-Isola, Kevin Lebrigand, Pascal Barbry, Salvatore Spicuglia, Georges Vassaux, Roger Rezzonico, Michel Barlaud, Bernard Mari
Detecting subtle transcriptomic perturbations induced by lncRNAs knock-down in single-cell CRISPRi screening using a new sparse supervised autoencoder neural network. Frontiers Bioinform. 4 (2024)
Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud
Learning Sparse auto-Encoders for Green AI image coding. ICASSP (2023)
Cyprien Gille, Frédéric Guyard, Michel Barlaud
A New Semi-Supervised Classification Method Using a Supervised Autoencoder for Biomedical Applications. ICASSP (2023)
Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud
Learning sparse auto-encoders for green AI image coding. CoRR (2022)
Cyprien Gille, Frédéric Guyard, Michel Barlaud
Semi-supervised classification using a supervised autoencoder for biomedical applications. CoRR (2022)
David Chardin, Cyprien Gille, Thierry Pourcher, Olivier Humbert, Michel Barlaud
Learning a confidence score and the latent space of a new supervised autoencoder for diagnosis and prognosis in clinical metabolomic studies. BMC Bioinform. 23 (1) (2022)