Bayesian Formulation of Regularization by Denoising - Model and Monte Carlo Sampling. - Elhadji C. Faye; Mame Diarra Fall; Aladine Chetouani; Nicolas Dobigeon (MMSP, 2024)

Which Uncertainty Quantification Method in Deep Learning Models for Knee Osteoarthritis Diagnosis? - Mame Diarra Fall; Elhadji C. Faye (SSP, 2025)

Regularization by Denoising: Bayesian Model and Langevin-Within-Split Gibbs Sampling. - Elhadji C. Faye; Mame Diarra Fall; Nicolas Dobigeon (IEEE Trans. Image Process., 2025)