Generative AI.

Catalog description

Generative models play a key role across AI applications, from content creation to scientific discovery. Advances in deep neural networks have enabled scalable modeling of complex data. This course covers the probabilistic foundations and algorithms behind deep generative models, including VAEs, GANs, autoregressive models, flows, energy-based models, score-based models, and LLMs.