Antonio Carta

I am an assistant professor at the Department of Computer Science of the University of Pisa, working with the Computational intelligence and Machine Learning group (CIML) and the Pervasive AI Lab (PAILab). I am also a member of ContinualAI, where I am the lead maintainer of Avalanche, a continual learning library.

My main research interest is continual learning with deep neural networks. I am currently working on efficient methods to share and transfer knowledge between different continual learning models (e.g. distributed continual learning models). I am also working on efficient and robust methods for online continual learning. Applications include both computer vision, natural language, and time series.

Recent Talks

CoLLAs 2023 Tutorial "Continual Learning Beyond Catastrophic Forgetting in Class-Incremental Scenarios" by me and Vincenzo Lomonaco (slides).