Yazid Janati

According to our database, Yazid Janati authored at least 14 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation.

Samson Gourevitch, Yazid Janati, Dario Shariatian, Umut Simsekli, Eric Moulines, Eric P. Xing, Alain Durmus

CoRR, May, 2026

Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors.

Badr Moufad, Albina Ilina, Hai Victor Habi, Salem Lahlou, Yazid Janati, Hagit Messer, Eric Moulines

CoRR, May, 2026

Guess & Guide: Gradient-Free Zero-Shot Diffusion Guidance.

Abduragim Shtanchaev, Albina Ilina, Yazid Janati, Arip Asadulaev, Martin Takác, Eric Moulines

CoRR, March, 2026

When Test-Time Guidance Is Enough: Fast Image and Video Editing with Diffusion Guidance.

Ahmed Ghorbel, Badr Moufad, Navid Bagheri Shouraki, Alain Oliviero Durmus, Thomas Hirtz, Eric Moulines, Jimmy Olsson, Yazid Janati

CoRR, February, 2026

Fast and Robust Likelihood-Guided Diffusion Posterior Sampling with Amortized Variational Inference.

Léon Zheng, Thomas Hirtz, Yazid Janati, Eric Moulines

CoRR, February, 2026

Categorical Reparameterization with Denoising Diffusion models.

Samson Gourevitch, Alain Durmus, Eric Moulines, Jimmy Olsson, Yazid Janati

CoRR, January, 2026

2025

Efficient Zero-Shot Inpainting with Decoupled Diffusion Guidance.

Badr Moufad, Navid Bagheri Shouraki, Alain Oliviero Durmus, Thomas Hirtz, Eric Moulines, Jimmy Olsson, Yazid Janati

CoRR, December, 2025

Iterative Tilting for Diffusion Fine-Tuning.

Jean Pachebat, Giovanni Conforti, Alain Durmus, Yazid Janati

CoRR, December, 2025

Briding Diffusion Posterior Sampling and Monte Carlo methods: a survey.

Yazid Janati, Alain Durmus, Jimmy Olsson, Eric Moulines

CoRR, October, 2025

Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance.

Badr Moufad, Yazid Janati, Alain Durmus, Ahmed Ghorbel, Eric Moulines, Jimmy Olsson

CoRR, May, 2025

A Mixture-Based Framework for Guiding Diffusion Models.

Yazid Janati, Badr Moufad, Mehdi Abou El Qassime, Alain Oliviero Durmus, Eric Moulines, Jimmy Olsson

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Variational Diffusion Posterior Sampling with Midpoint Guidance.

Badr Moufad, Yazid Janati, Lisa Bedin, Alain Oliviero Durmus, Randal Douc, Eric Moulines, Jimmy Olsson

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors.

Yazid Janati, Badr Moufad, Alain Durmus, Eric Moulines, Jimmy Olsson

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2021

Structured Variational Bayesian Inference for Gaussian State-Space Models With Regime Switching.

Yohan Petetin, Yazid Janati, François Desbouvries

IEEE Signal Process. Lett., 2021