Unsupervised Deep Learning

Current issues, methods and datasets of unsupervised learning in image and text processing, including LSTMs, transformers, generative models.

You are going to learn about 


  • Deep understanding of current methods of unsupervised learning of image and text representations, self-supervised learning, representation learning, generative models.
  • Understand, apply and evaluate current approaches.
  • Understanding the technical underpinnings of unsupervised learning methods.
  • Evaluate and discuss new learning problems and unsupervised and self-supervised methods.