Date | Description | Deadlines |
---|---|---|
Week 1 15 Aug |
Motivation / Likelihood-based Models Part I: Autoregressive Models
[ « Scribe Notes (.pdf) ] [ « Recording @ YouTube ] |
|
Week 2 22 Aug |
Likelihood-based Models: Autoregressive Models / Flow Models
[ « Scribe Notes (.pdf) ] [ « Recording @ YouTube ] |
|
Week 3 29 Aug |
Lossless Compression / Flow Models
[ « Scribe Notes (.pdf) ] [ « Recording @ YouTube ] |
|
Week 4 5 Sep |
Lecture 3a: Likelihood-based Models Part II: Flow Models (ctd) (same slides as week 2) /
Lecture 3b: Latent Variable Models - part 1
[ « Scribe Notes (.pdf) ] [ « Recording @ YouTube ] |
|
Week 5 12 Sep |
Lecture 4a: Latent Variable Models - part 2 /
Lecture 4b: Bits-Back Coding
[ « Scribe Notes (.pdf) ] [ « Recording @ YouTube ] |