Lectures & Hackathons
Lectures in reversed chronological order.
Lectures
Lecture held within the ICTP School "College on Medical Physics 2026 | (smr 4232)"
Invited Lecturer
- August, 26th, 2026, (Trieste). Agenda: link.2 hrs
Title: Introduction to CNN in Medical Imaging (with GradCAM ex-post analysis)
Slides. GitHub repo with code.
Lecture held within the UniFi course "ANALISI DELLE IMMAGINI E COMPUTER VISION CON APPLICAZIONI ALLE SCIENZE FISICHE"
Lecturer
- May, 25th, 2026, (Firenze).2 hrs
Title: Neural Operators for Computer Vision - Crafting Attention without Attention mechanism
Slides.
Lecture held within the UniFi course "ML for Physicists"
Lecturer
- December, 4th, 2025, (Firenze).2 hours
Title: Computer Vision for Nuclear Imaging data on Pictorial Artworks
Slides.
Hackathons
ML-INFN Hackathons. Advanced Level
Lecturer
- November, 15th, 2023, (Pisa, INFN section) Agenda: link.5° Edition
Title: Introduction to solving differential equations with machine learning
Slides. GitHub repo with notebooks.
ML-INFN Hackathons. Base Level
Lecturer
- June, 22th, 2023, (Online) Agenda: link.4° Edition
Title: Real applications of ML in INFN activities - Image Restoration in heritage
GitHub repo with notebooks. - December, 14th, 2021, (Online) Agenda: link.2° Edition
Title: ML Basics: Real applications of ML in INFN activities - Image Restoration in heritage.
GitHub repo with notebooks. Mp4 recording. - June 08th, 2021, (Online) Agenda: link.1° Edition
Title: ML Basics: Real applications of ML in INFN activities - Image Restoration in heritage.
GitHub repo with notebooks. Mp4 recording.