Magistri, Simone

1. No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces
   2025/02/07 by Marczak, Daniel, Magistri, Simone, Cygert, Sebastian +3 · 21 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning
   2024/02/06 by Simone Magistri, Tomaso Trinci, Magistri, Simone +7 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Text and Document Classification Technologies
3. How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models
   2024/09/27 by Tomaso Trinci, Simone Magistri, Trinci, Tomaso +5 · 2 citations
   Environmental Science · Social Sciences · #Environmental Education and Sustainability #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sustainability in Higher Education
4. An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates
   2024/05/28 by Soutif--Cormerais, Albin, Magistri, Simone, van de Weijer, Joost +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Accurate and Efficient Low-Rank Model Merging in Core Space
   2025/09/22 by Panariello, Aniello, Marczak, Daniel, Magistri, Simone +5 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences