Mustapha Bounoua

Eurecom, France.

prof_pic.png

I am a postdoctoral researcher in machine learning with a focus on generative models and multimodal learning. I am particularly interested in diffusion models and principled approaches to understanding and aligning complex data modalities. My research combines methodological development with applications across vision, language, and scientific data.

news

Feb 11, 2026 Check out our new paper Improved Sampling Schedules for Discrete Diffusion Models
Jan 20, 2026 Our paper TENDE: Transfer Entropy Neural Diffusion Estimation has been accepted at AISTATS 2026 !
Jan 20, 2026 My thesis manuscript is available online Harnessing Multimodality : Diffusion based Generative Modeling and Information Estimation
May 1, 2025 Our paper Learning to Match Unpaired Data with Minimum Entropy Coupling has been accepted at ICML 2025 !
Mar 11, 2025 Check out our new paper Learning to Match Unpaired Data with Minimum Entropy Coupling