Alessandro Favero
- A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data
2024/02/26 by Antonio Sclocchi, Alessandro Favero, Sclocchi, Antonio +3 · 9 citations
Computer Science · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Advanced Thermodynamics and Statistical Mechanics #Computer Vision and Pattern Recognition (cs.CV) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Theoretical and Computational Physics
- A phase transition in diffusion models reveals the hierarchical nature of data
2025/01/02 by Antonio Sclocchi, Alessandro Favero, Matthieu Wyart · 1 voice · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques #Bayesian Methods and Mixture Models
- How Compositional Generalization and Creativity Improve as Diffusion Models are Trained
2025/02/17 by Alessandro Favero, Favero, Alessandro, Antonio Sclocchi +7 · 2 citations
Psychology · #Creativity in Education and Neuroscience #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
2025/06/09 by Ke Wang, Yiming Qin, Wang, Ke +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling