Foto del docente

Andrea Asperti

Professore ordinario

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: INF/01 INFORMATICA

Didattica

Ultime tesi seguite dal docente

Tesi di Laurea

  • Image-based food recognition with a Conditional U-net
  • MicroRacer: development of a didactic environment for DeepReinforcement Learning
  • Modelli di Deep Learning per la generazione di Linguaggio Naturale
  • Production Lot Detection through Synthetic Generated Data
  • pyTORCS - simulatore di guida per deep reinforcement learning
  • Reti Neurali Ricorrenti per la generazione di musica simbolica
  • Tecniche di Machine Learning applicate a diagnostica medica
  • Tecniche Di Machine Learning Per Deep Web Crawler
  • Visual Relationship Detection

Tesi di Laurea Magistrale

  • A deep learning model for controlling the galvanizing process in a production line
  • An extensive survey on Diffusion models
  • An investigation of portrait relighting trajectories in the latent space of deep generative models
  • Comparison of Latent-Space Generative Models through Statistics and Mapping
  • comprehensive survey on generative adversarial networks
  • Development of a Deep Reinforcement Learning System for Adaptive Movement of Hybrid Robots.
  • Explainable AI: tassonomia e analisi di modelli spiegabili per il Machine Learning
  • Recognition of human activities through eSteps insoles
  • Study and analysis of head pose estimation methods and databases