“Understanding Deep Learning” Study Notes

[UDL Study Notes] Ch 15 - Generative adversarial networks

[UDL Study Notes] Ch 17 - Variational autoencoders

[UDL Study Notes] Chapter 18 - Diffusion models

This post contains the process of resolving questions and doubts about Diffusion models after reading Chapter 18 of "Understanding Deep Learning".

[UDL Study Notes] Chapter 14 - Unsupervised learning

This chapter documents the process of resolving questions and doubts about Unsupervised Learning after reading Chapter 14 of “Understanding Deep Learning”.

[UDL Study Notes] Ch 9 - Regularization

This post contains the process of resolving questions and doubts about the regularization after reading Chapter 9 of “Understanding Deep Learning”.