Antonio Franca
PhD Student
About
Antonio focuses on diffusion model training strategies and efficient inference for scientific applications. His research covers scalable approximate inference and biologically realistic generative modeling.
Specialization
Generative Modeling Diffusion & Flow Matching Efficient Sampling Neural Differential Equations
Publications
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Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics
Antonio Franca, Alexander Tong
In ICML 2026 Workshop on Structured Probabilistic Inference & Generative Modeling (SPIGM)
July 2026