Zahra Kadkhodaie

Markov random field models for images

multi-scale models for image representation

multi-scale architecture in neural nets

Science of deep learning

generative models for images

diffusion models

score-based models

denoising-based priors

understanding deep neural networks

interpreting deep neural networks

generalization in deep nets

image priors and statistics