Organisation

• Lecture (in WS25/26 starting from 15 Oct, every Wednesday 12 am -2 pm, VMP 6, Lecture Hall E, Dr. Sylvia Melzer, Prof. Dr. Ralf Möller)
• Seminar (in WS25/26 starting from 15 Oct, every Wednesday 2-4 pm, VMP 6, B 5002, Dr. Sylvia Melzer, Thomas Asselborn, M.Sc.)

Content (slides from winter semester 25/26)

1. Organisation and Introduction (pdf , pptx)
2. Representation Learning for Sequential Structures, Embedding Spaces, word2vec, CBOW, Skip-gram (pdf , pptx)
3. CNNs, RNNs, LSTMs, ELMO, Transformers, BERT, GPT Models (pdf , pptx)
4. Training Embedding Architectures (pdf , pptx )
5. Large Language Models and Prompting (pdf , pptx)
6. AlphaGo, AlphaZero, AlphaGeometry, AlphaFold (pdf , pptx)
7. Generative Vision Models,  Mental Imagery (pdf , pptx )
   7a) Images, Music, Video Generation (pdf , pptx)
8. Intelligent Agents (pdf , pptx)