Stefano Zampini

PhD student, Polytechnic Institute of Turin

1 paper at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Training-Free Constrained Generation With Stable Diffusion Models

#3617 Spotlight · Stefano Zampini, Jacob K Christopher, Luca Oneto, Davide Anguita, Ferdinando Fioretto

By incorporating differentiable constraint evaluation functions directly into stable diffusion’s iterative sampling, this approach enforces physical and functional requirements in generative tasks.