Diffusion-Models-Papers-Survey-Taxonomy

Why we included this project

This repository is a paper index built around the authors' diffusion model survey published in ACM Computing Surveys, so the reading order comes pre-mapped. Papers are filed under the survey's taxonomy, from sampling acceleration and knowledge distillation to application areas like text-to-image, video, 3D, audio, and molecular graph modeling, and each entry links straight to the arXiv or proceedings page. That makes it useful in two ways: newcomers can follow the structure as a guided tour of the field, while researchers who know roughly what they want can jump straight to the canonical reference. Treat it as an educational companion rather than runnable software; the value sits in how the papers are grouped, not in code you can execute.