The course project will give the students a chance to explore deep generative modeling in greater detail. Course projects will be done in groups of up to 3 students and can fall into one or more of the following categories:
- Application of deep generative models on a novel task/dataset.
- Algorithmic improvements into the evaluation, learning and/or inference of deep generative models.
- Theoretical analysis of any aspect of existing deep generative models.