Do Bayesian imaging methods report trustworthy probabilities? - David Y. W. Thong; Charlesquin Kemajou Mbakam; Marcelo Pereyra (CoRR, 2024)

Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior. - Charlesquin Kemajou Mbakam; Jean-François Giovannelli; Marcelo Pereyra (CoRR, 2024)

Marginal Likelihood Estimation in Semiblind Image Deconvolution: A Stochastic Approximation Approach. - Charlesquin Kemajou Mbakam; Marcelo Pereyra; Jean-François Giovannelli (SIAM J. Imaging Sci., 2024)

Learning few-step posterior samplers by unfolding and distillation of diffusion models. - Charlesquin Kemajou Mbakam; Jonathan Spence; Marcelo Pereyra (CoRR, 2025)