Publications

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Selected paper

Categorical Reparameterization with Denoising Diffusion Models

With Alain Durmus, Eric Moulines, Jimmy Olsson, and Yazid Janati

This paper introduces ReDGE, a diffusion-based soft reparameterization method for categorical distributions, with applications to latent variable models and guided discrete diffusion.

Read on arXiv

Trajectory figure from Categorical Reparameterization with Denoising Diffusion Models

Bibliography

Full list

Gourevitch, Samson, Alain Durmus, Eric Moulines, Jimmy Olsson, and Yazid Janati. 2026. Categorical Reparameterization with Denoising Diffusion Models. arXiv. https://doi.org/10.48550/arXiv.2601.00781.