Completed
– ZTL vs. varmer temperature training
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Latent Variable Energy Based Models
Automatically move to the next video in the Classroom when playback concludes
- 1 – Welcome to class
- 2 – Zero Temperature Limit ZTL free energy recap
- 3 – warmer Free energy
- 4 – Infinite Temperature Limit
- 5 – Free energy, example y = Y[23]
- 6 – Free energy, example y = Y[10]
- 7 – Free energy, example y = 0, 0
- 8 – Nomenclature and PyTorch
- 9 – Training!
- 10 – Loss functionals
- 11 – ZTL vs. varmer temperature training
- 12 – Conditional case
- 13 – Untrained model manifold
- 14 – Energy function Ex, y, z
- 15 – Trained model manifold
- 16 – Learning the Decoder
- 17 – Choosing the latent size
- 18 – And that was it
