Deep Generative Models
Instructor: Hamid Beigy
Teaching Assistants: Mohaddeseh Mirbeygi.
Time and Location: Saturday/Monday: 10:30 am - 12:00 am, CE 202, virtual class
Contact: Please contact the teaching staffs on Piazza site.
[BSH] Bishop, Christopher M. and Hugh Bishop, Deep Learning: Foundations and Concepts, Springer, 2024.
[MUR] Murphy, Kevin P, Probabilistic Machine Learning: Advanced Topics, The MIT Press, 2023.
[TOM] Tomczak, Jakub M., Deep Generative Modeling, Springer, 2022.
20%: Mid-term exam (1403/01/25).
20%: Final exam (1403/03/26).
35%: Homeworks.
15%: Quiz.
10%: Paper & Explore a theoretical or empirical question and present it. Deadline for choosing paper: 1403/01/25.
5%: Class Activity