Nipun Batra · Deep learning

Generative modelling,
one reasoning step at a time.

Start with fitting a distribution. Build a generative model, inspect its learning signal, and test what its samples actually show.

KL & variational inference → generative models, autoencoders and VAEs → GANs → diffusion
Slides lead. Short notebook demonstrations make the calculations visible.