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