COMP 5139
Advanced Machine Learning
Advanced topics in machine learning such as deep learning including CNNs, RNNs, GANs, Diffusion models, Transformers, Deep clustering, transfer learning, domain adaptation, few-shot learning, zero-shot learning, self-supervised learning and Interpretability of ML methods.
Topics
- machine learning such as deep learning including CNNs
- RNNs
- GANs
- Diffusion models
- Transformers
- Deep clustering
- transfer learning
- domain adaptation
- few-shot learning
- zero-shot learning
- self-supervised learning and Interpretability of ML methods
Course catalogue
Sources
- Course catalogue ↗2026–2027