Foto del docente

Davide Maltoni

Full Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Research

Keywords: Biometric systems Computer vision Machine learning Continual learning Computational neuroscience Large Language Models

The main active research areas are:

 

Biometric Systems (publications)

  • Fingerprint Recognition, Face Recognition, Hand Recognition
  • Security of Biometric Systems (e.g., face morphing attack)
  • Performance Evaluation of Biometric Systems

 

Machine Learning & Computational Neuroscience (publications)

  • Continuous learning, Lifelong Learning, Incremental learning, Unsupervised Learning
  • Deep Learning for Computer Vision
  • Computational models of Large Language Models
  • Biologically-Plausible Computational Frameworks

 

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