YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy
Diffusion model papers, survey, and taxonomy
This resource provides a curated collection and taxonomy of research papers on diffusion models. It helps researchers, PhD students, and practitioners navigate the rapidly evolving field of generative AI by categorizing papers based on algorithmic enhancements (like sampling and likelihood maximization) and diverse applications (such as computer vision, natural language processing, and medical imaging). The output is a structured guide to relevant academic literature, making it easier to understand current trends and identify key studies.
3,336 stars. No commits in the last 6 months.
Use this if you are a researcher or practitioner in AI looking for a structured overview of diffusion models, their latest algorithmic improvements, or their applications across different domains.
Not ideal if you are looking for an introduction to diffusion models for beginners or if you need runnable code examples and practical implementation guides.
Stars
3,336
Forks
268
Language
—
License
—
Category
Last pushed
Sep 27, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/diffusion/YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Compare
Higher-rated alternatives
lixinustc/Awesome-diffusion-model-for-image-processing
one summary of diffusion-based image processing, including restoration, enhancement, coding,...
showlab/Awesome-Video-Diffusion
A curated list of recent diffusion models for video generation, editing, and various other applications.
xlite-dev/Awesome-DiT-Inference
📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization,...
wangkai930418/awesome-diffusion-categorized
collection of diffusion model papers categorized by their subareas
ChenHsing/Awesome-Video-Diffusion-Models
[CSUR] A Survey on Video Diffusion Models