I like using generative models to extract information in Bayesian inference problems on fundamental physics in cosmology.
I'm interested in generative models...
- Score-based diffusion models
- Variational Diffusion models (VDMs)
- Variational Diffusion Autoencoder (VDAE)
...transformer models & geometric deep learning in general
...and statistical problems in general