YJ
Yazid Janati
cs.LGstat.MLstat.MEcs.AIcs.CVBayesianBayesian inverse problemBayesian inverse problemsdenoising diffusion generative modelsdiffusion models
On Valency
published · living versionsW_gjvptjgk·v1 · currentpublished
An ODE-based Sampler for Discrete Diffusion Models
with Samson Gourevitch, Eric Moulines, Eric P. Xing, Alain Durmus +1
1 version
Preprints & journals
20 papers in the corpus · 2021–2026IDRF: Inverse-Distilled Reward Fine-tuning of Masked Discrete Diffusion Models2610.03641v1 · Vladislav Gromadskii, David Li, Samson Gourevitch et al.2026 · 0 citationsarXiv
Twisted Schrödinger Bridge Matching2607.16987v1 · Maxence Noble, Marie Scheid, Yazid Janati et al.2026 · 0 citationsarXiv
Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation2605.22765v1 · Samson Gourevitch, Yazid Janati, Dario Shariatian et al.2026 · 0 citationsarXiv
Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors2605.05520v2 · Badr Moufad, Albina Ilina, Hai Victor Habi et al.2026 · 0 citationsICML 2026
Sparse Scheduled Diffusion Guidance for Inverse Problems2603.07860v3 · Abduragim Shtanchaev, Albina Ilina, Yazid Janati et al.2026 · 0 citationsarXiv
When Test-Time Guidance Is Enough: Fast Image and Video Editing with Diffusion Guidance2602.14157v2 · Ahmed Ghorbel, Badr Moufad, Navid Bagheri Shouraki et al.2026 · 0 citationsICLR 2026, ReALM-GEN workshop
Fast and Robust Likelihood-Guided Diffusion Posterior Sampling with Amortized Variational Inference2602.07102v1 · L'eon Zheng, Thomas Hirtz, Yazid Janati et al.2026 · 0 citationsarXiv
Entropic Mirror Monte Carlo2602.03165v2 · Anas Cherradi, SU, Yazid Janati et al.2026 · 0 citationsarXiv
Categorical Reparameterization with Denoising Diffusion models2601.00781v2 · Samson Gourevitch, Alain Durmus, Eric Moulines et al.2026 · 0 citationsarXiv
Efficient Zero-Shot Inpainting with Decoupled Diffusion Guidance2512.18365v2 · Badr Moufad, Navid Bagheri Shouraki, Alain Oliviero Durmus et al.2025 · 0 citationsICLR 2026
Iterative Tilting for Diffusion Fine-Tuning2512.03234v1 · Jean Pachebat, Giovanni Conforti, Alain Durmus et al.2025 · 0 citationsarXiv
Briding Diffusion Posterior Sampling and Monte Carlo methods: a survey2510.14114v1 · Yazid Janati, Alain Durmus, Jimmy Olsson et al.2025 · 0 citationsPhilosophical Transactions A, 383(2299), 20240331 2025
Generative modelling meets Bayesian inference: a new paradigm for inverse problems.40534293 · Oliviero-Durmus, Alain, Janati, Yazid, Moulines, Eric et al.2025 · 3 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2025;383(2299):20240334
Bridging diffusion posterior sampling and Monte Carlo methods: a survey.40534298 · Janati, Yazid, Moulines, Eric, Olsson, Jimmy et al.2025 · 1 citationPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2025;383(2299):20240331
Reconstructing ECG from indirect signals: a denoising diffusion approach.40534299 · Bedin, Lisa, Janati, Yazid, Victorino Cardoso, Gabriel et al.2025 · 2 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2025;383(2299):20240330
Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance2505.21101v1 · Badr Moufad, Yazid Janati, Alain Durmus et al.2025 · 0 citationsarXiv
A Mixture-Based Framework for Guiding Diffusion Models2502.03332v1 · Yazid Janati, Badr Moufad, Mehdi Abou El Qassime et al.2025 · 1 citationarXiv
Variational Diffusion Posterior Sampling with Midpoint Guidance2410.09945v2 · Badr Moufad, Yazid Janati, Lisa Bedin et al.2024 · 3 citationsarXiv
Divide-and-Conquer Posterior Sampling for Denoising Diffusion Priors2403.11407v2 · Yazid Janati, Badr Moufad, Alain Durmus et al.2024 · 5 citationsNeurIPS 2024
NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform2103.10943v2 · Achille Thin (CMAP), Yazid Janati, Sylvain Le Corff et al.2021 · 1 citationarXiv
Career total: 24 works. 20 are in this corpus.
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