Here is a brief diary of topics discussed in classes (see also the class calendar for the AML course in 25/26 here, but the course will vary from it).

Slides and coding scripts are distributed after each lecture via the Google groups mailing-list. Refer to the home page on how to subscribe.

[25/09/2026] Introduction to the course, review introduction of machine learning and computer computer vision.

[28/09/2026] Review of image classification, neural networks and ConvNets

[2/10/2026] Review of neural network training

[5/10/2026] Recurrent Neural Networks

[9/10/2026] Transformer Networks

[12/10/2026] Guest by Prof. Gavves, University of Amsterdam, on Physical and Causal AI 

[16/10/2026] Transformer Networks

[19/10/2026] Semantic Segmentation

[23/10/2026] Object Detection