Steeve Laquitaine

Postdoc, Sorbonne Université - Faculté des Sciences (Paris VI)

1 paper at NeurIPS 2025

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Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Decomposing stimulus-specific sensory neural information via diffusion models

#2005 Spotlight · Steeve Laquitaine, Simone Azeglio, Carlo Paris, Ulisse Ferrari, Matthew Chalk

We propose a stimulus-wise decomposition of the mutual information that is (1) principled (axiomatic justification), (2) tractable (estimated via diffusion models), and then we demonstrate it's application on a model of visual neurons.