Antonio Carta
Scholar

Antonio Carta

Google Scholar ID: G-1jrFoAAAAJ
Assistant Professor @ Università di Pisa
continual learninglifelong learningdeep learningrecurrent neural networks
Citations & Impact
All-time
Citations
1,090
 
H-index
16
 
i10-index
23
 
Publications
20
 
Co-authors
11
list available
Resume (English only)
Background
  • Assistant professor at the Department of Computer Science, University of Pisa
  • Affiliated with the Computational Intelligence and Machine Learning group (CIML) and the Pervasive AI Lab (PAILab)
  • Member of ContinualAI and lead maintainer of Avalanche, a continual learning library
  • Main research interest: continual learning with deep neural networks
  • Current research focuses on efficient knowledge sharing and transfer between continual learning models (e.g., distributed settings) and robust online continual learning methods
  • Applications span computer vision, natural language processing, and time series