Welcome to the official GitHub organization for the Generative Models course (Fall 2025 semester) at Sharif University of Technology.
- University: Sharif University of Technology (SUT)
- Department: Department of Mathematical Sciences
- Group: Computer Science (CS)
- Organization Handle:
SUT-CS-GM
This course provides a comprehensive introduction to the principles, algorithms, and applications of generative modeling. We will explore a wide variety of models and techniques, from foundational probabilistic models to large-scale generative AI.
This organization hosts all official course materials, codebases, and project repositories. You will find:
- The official course website
- Lecture slides and supplementary notes
- Material for homework assignments
| Date | Topic | Assignment |
|---|---|---|
| 1404/7/20 | Introduction | |
| 1404/7/22 | Intro. to Probabilistic Graphical Models | |
| 1404/7/27 | Intro. to Probabilistic Graphical Models | |
| 1404/7/29 | Intro. to Probabilistic Graphical Models | |
| 1404/8/4 | Autoregressive Models | |
| 1404/8/6 | Autoregressive Models | HW1 |
| 1404/8/11 | VAEs | |
| 1404/8/13 | VAEs | |
| 1404/8/18 | GANs | |
| 1404/8/20 | GANs | |
| 1404/8/25 | Normalizing Flows - Invertible Models | HW2 |
| 1404/8/27 | Energy Based Models | |
| 1404/9/2 | Score Based Models and SDEs | |
| 1404/9/4 | Score Based Models and SDEs | |
| 1404/9/9 | Midterm Exam | |
| 1404/9/11 | Flow Matching | HW3 |
| 1404/9/16 | Intro. to Diffusion Models | |
| 1404/9/18 | Diffusion Models and ODE/Flows | |
| 1404/9/23 | Diffusion Models and ODE/Flows | |
| 1404/9/25 | Text-to-Image Generation with Diffusion Models | |
| 1404/9/30 | Diffusion for Discrete Data | HW4 |
| 1404/10/2 | Advanced Topics in Generative Models | |
| 1404/10/7 | Intro. to LLMs and LMMs | |
| 1404/10/9 | LLM Emergent Abilities | |
| 1404/10/14 | LLM Emergent Abilities | |
| 1404/10/16 | Reasoning in LLMs | HW5 |
| 1404/10/21 | Reasoning in LLMs | |
| 1404/10/23 | Reasoning in LLMs |
- Course Website: https://sut-cs-gm.github.io
- Class Forum: https://telegram.me/SUT_GM_4041
- Instructor: Dr. Fatemeh Seyyedsalehi
- Teaching Assistants (TAs):
- Maryam Rezaee (Head TA)
- Firoozeh Abrishami
- Shaygan Adim
- Mohammad Ali Banayeeanzade
- Mahshid Dehghani
- Ali Salimi
- Mohammad Shirkhani
- Pooriya Safaei
- Amir Mohammad Fakhimi
- Sara Karimi
- Ramtin Moslemi
- Mohamad Hosein Mehdikhani
