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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