Deep-Generative-Models

Coursework and projects for Deep Generative Models (DGM) course (Graduate), including theoretical homework solutions/problems, and the project of the course, instructed by Dr. Sajjad Amini.

Here is the page of the course: https://generative-ai-sut.github.io/

CHW1 & HW1:

• AutoRegressive Models
• Implementing LSTM & PixelCNN

CHW2 & HW2:

• Variational AutoEncoder

CHW3 & HW3:

• Generative Adversarial Network
• Flow Models

CHW4 & HW4:

• Diffusion Models