Achilli, Beatrice

1. Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion
   2024/10/08 by Enrico Ventura, Beatrice Achilli, Ventura, Enrico +7 · 11 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry
2. Losing dimensions: Geometric memorization in generative diffusion
   2024/10/11 by Beatrice Achilli, Enrico Ventura, Achilli, Beatrice +13 · 6 citations
   Arts and Humanities · Social Sciences · #Art, Technology, and Culture #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Memorization and Generalization in Generative Diffusion under the Manifold Hypothesis
   2025/02/13 by Beatrice Achilli, Luca Ambrogioni, Achilli, Beatrice +7 · 5 citations
   Engineering · #Industrial Technology and Control Systems
4. The Capacity of Modern Hopfield Networks under the Data Manifold Hypothesis
   2025/03/12 by Achilli, Beatrice, Ambrogioni, Luca, Lucibello, Carlo +2 · 4 citations
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences