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Alessandro Favero

  1. 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
  2. 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
  3. 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)
  4. 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