On Physics-Inspired Generative Models

Physics-inspired generative models such as diffusion models constitute a powerful family of generative models. The advantages of models in this family come from relatively stable training process and high capacity. A number of possible improvements remain possible. In the thesis, we will first delve...

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Bibliographic Details
Main Author: Xu, Yilun
Other Authors: Jaakkola, Tommi S.
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156612