This is the Repository for the course Geometry Processing and Machine Learning for Geometric Data, yields at the University of Milano - Bicocca, in November 2023.
Lecturers: Simone Melzi website, Riccardo Marin website
Where: Aula Seminari, First floor, Building U14, Viale Sarca 336, 20125, Milan (Italy) Department of Informatics, Systems and Communication (DISCo) University of Milan-Bicocca
When:
Thursday 23/11/2023 8.30 - 12.30 and 14.00 - 18.00
Friday 24/11/2023 8.30 - 12.30 and 14.00 - 18.00
Monday 27/11/2023 8.30 - 12.30 and 14.00 - 18.00
Programme and resources:
| Date | Slot | Topic | Code & Data | slides |
|---|---|---|---|---|
| Thu 23 Nov | 8.30 - 10.30 | Introduction to 3D data | SLIDES1 | |
| Thu 23 Nov | 10.30 - 12.30 | LAB0 + 3D Applications | LAB0 | SLIDES2 |
| Thu 23 Nov | 14.00 - 16.00 | Spectral representation | LAB0.5 | SLIDES3 |
| Thu 23 Nov | 16.00 - 18.00 | LAB1 - Applications | LAB1 | |
| Fri 24 Nov | 8.30 - 10.30 | Point-based architectures | SLIDES4 | |
| Fri 24 Nov | 10.30 - 12.30 | LAB2 - Point-based | LAB2 | |
| Fri 24 Nov | 14.00 - 16.00 | Implicit and Volumetric | SLIDES5 | |
| Fri 24 Nov | 16.00 - 18.00 | LAB3 - Implicit and Volumetric | LAB3 | |
| Mon 27 Nov | 8.30 - 10.30 | ML on Graphs | SLIDES6 | |
| Mon 27 Nov | 10.30 - 12.30 | LAB4 - ML on Graphs | LAB4 | |
| Mon 27 Nov | 14.00 - 16.00 | Mesh Convolution + LAB5 | LAB5 | SLIDES7 |
| Mon 27 Nov | 16.00 - 18.00 | Future direction and discussion | SLIDESms SLIDESrm | |