40959 Deep Generative Models
Course Description
Deep Generative Models
Course Information
Required Texts
[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, 2024.
Grading Policy
20%: Mid-term exam (1404/01/25).
20%: Final exam (1404/03/26).
35%: Homeworks.
15%: Quiz.
10%: Paper & Explore a theoretical or empirical question and present it. Deadline for choosing paper: 1404/01/25.
5%: Class Activity
Lecture Schedule
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