https://HaitongLan.github.io/tags/sampling/ Recent content in Sampling on Haitong Lan Hugo en Haitong's blog Mon, 02 Dec 2024 16:50:00 +0800 https://HaitongLan.github.io/p/sampling-and-diffusion/ Mon, 02 Dec 2024 16:50:00 +0800 https://HaitongLan.github.io/p/sampling-and-diffusion/ This page collects my group meeting slides and reading materials on sampling and diffusion models from August to December 2024. Score-based generative modeling: SMLD and SDE August 2024 · Group meeting presentation A reading presentation on Yang Song’s Generative Modeling by Estimating Gradients of the Data Distribution and Score-Based Generative Modeling through Stochastic Differential Equations, covering score-based generative models and their SDE formulation. Slides: SMLD and SDE (PDF) Score-based variational inference for inverse problems September 2024 · Group meeting presentation