Beatrice Achilli

According to our database, Beatrice Achilli authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Theory of Speciation Transitions in Diffusion Models with General Class Structure.

Beatrice Achilli, Marco Benedetti, Giulio Biroli, Marc Mézard

CoRR, February, 2026

Emergence of Distortions in High-Dimensional Guided Diffusion Models.

Enrico Ventura, Beatrice Achilli, Luca Ambrogioni, Carlo Lucibello

CoRR, February, 2026

2025

Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion.

Enrico Ventura, Beatrice Achilli, Gianluigi Silvestri, Carlo Lucibello, Luca Ambrogioni

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Losing dimensions: Geometric memorization in generative diffusion.

Beatrice Achilli, Enrico Ventura, Gianluigi Silvestri, Bao Pham, Gabriel Raya, Dmitry Krotov, Carlo Lucibello, Luca Ambrogioni

CoRR, 2024