This is the Repository for the course Geometry Processing and Machine Learning for Geometric Data, yields at the University of Milano - Bicocca, in July 2026.
Lecturers: Simone Melzi website
Where: Building U14, Viale Sarca 336, 20125, Milan (Italy) Department of Informatics, Systems and Communication (DISCo) University of Milan-Bicocca
When: (attempt)
Thursday 9/07/2026 9.30 - 13.30 U14 T024
Monday 13/07/2026 14.00 - 18.00 U14 T023
Tuesday 14/07/2026 9.30 - 13.30 U14 T023
Thursday 16/07/2026 14.00 - 18.00 U14 T023
Thursday 23/07/2026 9.30 - 13.30 U14 T024
Programme and resources:
| Date | Slot | Topic | Code & Data | slides |
|---|---|---|---|---|
| Thu 9 Jul | 9.30 - 11.30 | Introduction to 3D data | SLIDES0 | |
| Thu 9 Jul | 11.30 - 13.30 | LAB0 + 3D Applications | LAB0, LAB0.5 | |
| Mon 13 Jul | 14.00 - 16.00 | Spectral representation | SLIDES1 | |
| Mon 13 Jul | 16.00 - 18.00 | LAB1 spectral | LAB1, LAB1.5 | |
| Tue 14 Jul | 9.30 - 11.30 | Point based and Convolution-based architectures | SLIDES2 | |
| Tue 14 Jul | 11.30 - 13.30 | LAB2 - Point-based and spectral convolution | LAB2 LAB2.5 | |
| Thu 16 Jul | 14.00 - 16.00 | GNN and Transformers architectures | SLIDES3 | |
| Thu 16 Jul | 16.00 - 18.00 | LAB3 - Transformers | LAB3 LAB3.5 | |
| Thu 23 Jul | 9.30 - 11.30 | Project finalization | SLIDES4 | |
| Thu 23 Jul | 11.30 - 13.30 | Project discussion | ||