Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.
DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.
This lecture covers score-based generative modelling through stochastic differential equations, focusing on denoising score matching with Langevin dynamics and denoising diffusion probabilistic model. It discusses the challenges and solutions in learning the score function and generating new samples from a given probability distribution.