Favero, Alessandro

1. A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data
   2024/02/26 by Antonio Sclocchi, Sclocchi, Antonio, Alessandro Favero +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. LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging
   2024/10/22 by Wang, Ke, Dimitriadis, Nikolaos, Favero, Alessandro +3 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Probing the Latent Hierarchical Structure of Data via Diffusion Models
   2024/10/17 by Sclocchi, Antonio, Favero, Alessandro, Levi, Noam Itzhak +1 · 2 citations
   #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)
4. Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models
   2025/05/22 by Favero, Alessandro, Sclocchi, Antonio, Wyart, Matthieu · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Scaling Laws and Representation Learning in Simple Hierarchical Languages: Transformers vs. Convolutional Architectures
   2025/05/11 by Cagnetta, Francesco, Favero, Alessandro, Sclocchi, Antonio +1 · 2 citations
   #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)
6. 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)
7. MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
   2025/06/09 by Ke Wang, Wang, Ke, Yiming Qin +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