Research Paper Collection & Taxonomy
3.3k 2026-05-01
YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy
A comprehensive and continuously updated collection and categorization of research papers on diffusion models.
Core Features
Structured taxonomy of diffusion model algorithms
Categorization of diffusion model applications across various domains
Exploration of connections with other generative models
Regularly updated with the latest research papers
Detailed Introduction
This repository acts as a living companion to the "Diffusion Models: A Comprehensive Survey of Methods and Applications" paper, published in ACM Computing Surveys. It systematically collects and categorizes research papers on diffusion models, presenting a structured taxonomy of algorithms, diverse applications, and their connections to other generative models. It's an essential, continuously updated resource for researchers and practitioners to navigate the fast-evolving landscape of diffusion models.