Nepal AI Winter School Lecture Notes
Last month, I prepared a series of lectures for the (really wonderfully organized) first Nepal AI Winter School.
The main talks were,
- Deep Learning Foundations
- Humanitarian AI
- Useful Layers
- Bayesian Deep Learning
The lecture videos are online here.
In retrospect, I would have given a more visual introduction to VAEs. As a placeholder until I write about this in depth, here are some notes I kept from a discussion with students from a lab session during the school. I think the most useful pair of pictures was the per-pixel gaussians from the encoder (first page bottom left) and latent-space axis-aligned gaussians (second page top right)
Kris at 00:00