Organization
Course materials (Moodle) | TBD |
TUCaN | TBD |
Module no. | 20-00-1191-vl |
Event type | Lecture |
Being taught | Summer semester 2025 |
Time | Tuesday, 14:25-16:05 |
First class | 22.04.2025 (see Moodle for updates). |
Location | S217/103 |
Lecturer | Prof. Dr. Simone Schaub-Meyer, Robin Hesse |
Exam | see TUCaN |
Content
- Goals and challenges of explainability for computer vision
- Interpretability of classical machine learning models
- Global vs. local explanations
- Post hoc explanations
- Intrinsically explainable neural networks
- Evaluation of explanations
- Visualization techniques
- Applications of explanations
- XAI beyond classification