Structured Variational Bayesian Inference for Gaussian State-Space Models With Regime Switching. - Yohan Petetin; Yazid Janati; François Desbouvries (IEEE Signal Process. Lett., 2021)

Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors. - Yazid Janati; Badr Moufad; Alain Durmus; Eric Moulines; Jimmy Olsson (NeurIPS, 2024)

Variational Diffusion Posterior Sampling with Midpoint Guidance. - Badr Moufad; Yazid Janati; Lisa Bedin; Alain Oliviero Durmus; Randal Douc; Eric Moulines; Jimmy Olsson (ICLR, 2025)

A Mixture-Based Framework for Guiding Diffusion Models. - Yazid Janati; Badr Moufad; Mehdi Abou El Qassime; Alain Durmus; Eric Moulines; Jimmy Olsson (CoRR, 2025)

Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance. - Badr Moufad; Yazid Janati; Alain Durmus; Ahmed Ghorbel; Eric Moulines; Jimmy Olsson (CoRR, 2025)