Cours Master ID3D - Module ATIV - Deep learning génératif et deep learning géometrique
2026 - 2027
Retour
a group of crazy french students attending a lecture on ML (Midjourney)
a crazy professor teaching ML to his students in France ; surrealist (Midjourney)
This part of the course aims to explore modern Machine Learning methods for image synthesis, analysis of non-Euclidean data such as geometric data, and the synthesis of 3D shapes and scenes.
The course materials and lab sessions are available on this website on the day of the lecture and lab. There will be an exam at the end of the semester.
Cette partie du cours a pour but d'explorer les méthodes modernes de Machine Learning pour la synthèse de d'image, l'analyse de données non euclidiennes comme des données géométriques et la synthèse de formes et de scènes 3D.
Les supports de cours et de tps sont disponibles le jour du cours et du tp sur ce site. Il y aura un examen à la fin du semestre.
- October 6th 2026: Implicit Neural Representations(1)
- October 13th 2026: Implicit Neural Representations(2)
- October 15 2026: Neural Prior
- November 12th 2026: Geometric Deep Learning
- December 3rd 2026: Contrastive Learning
Lab works
- Implicit Neural Representations (Oct 7th, Oct 14th): Instructions Data and skeleton codes, Conda environment.
- Neural Prior (Oct 15th): Instructions, Instructions (English), Data and skeleton code, Conda environment.
- Geometric Deep Learning (November 12th): Instructions, Instructions (English), Data and skeleton code, Conda environment.