course: 2AMM40

Advanced Topics in Artificial Intelligence (@AI) dives deeper into the state of the art methods and techniques in selected subareas of AI.

In its first edition in AY 2022-23, the course was organized as a reading seminar in advanced topics in Deep Learning, including 

• VAE models  
• Stable Diffusion
  Saliency Maps
• Training in Simulation
• Dealing with Multi-modal Data in Deep Learning
  Bayesian Neural Networks
• Adversarial Methods in Deep Learning

Details

Level:

Master

Quartile:

Q1

Lecturers:

Mykola Pechenizkiy