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Diffusion-Models-Papers-Survey-Taxonomy
diffusion-models

Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy

by YangLing0818 · GitHub
3.4k
Stars
257
Forks
2022
Created
11 mo ago
Last commit
diffusion-models
Category
diffusion-modelsstable-diffusionsurvey
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In plain words

Explore and categorize research papers on diffusion models and their various methods and applications.

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2026-07-072026-08-31
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Diffusion model papers, survey, and taxonomy

Diffusion-Models-Papers-Survey-Taxonomy has 3.4k stars on GitHub. It has been forked 257 times. It has been in active development since 2022. Its main topics are diffusion-models, stable-diffusion, survey, text-to-3d.

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Diffusion model papers, survey, and taxonomy

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Diffusion-Models-Papers-Survey-Taxonomy is an open-source project.

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Yes. Diffusion-Models-Papers-Survey-Taxonomy is free and open source — you can use, modify and self-host it.

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mixture-of-diffusers
Mixture of Diffusers for scene composition and high resolution image generation
★ 449 · ai
sharesstable-diffusiondiffusion-models
Attend-and-Excite
Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-I…
★ 772 · diffusion-models
sharesstable-diffusiondiffusion-models
e4t-diffusion
Implementation of Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models
★ 324 · deep-learning
sharesstable-diffusiondiffusion-models
MACE
[CVPR 2024] "MACE: Mass Concept Erasure in Diffusion Models" (Official Implementation)
★ 393 · diffusion-models
sharesstable-diffusiondiffusion-models
Wuerstchen
Official implementation of Würstchen: Efficient Pretraining of Text-to-Image Models
★ 555 · diffusion-models
sharesstable-diffusiondiffusion-models
CrossAttentionControl
Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with…
★ 1.3k · cross-attention
sharesstable-diffusiondiffusion-models
dpm-solver
Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in…
★ 1.8k · diffusion-models
sharesstable-diffusiondiffusion-models
AlignProp
AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image dif…
★ 324 · alignment
sharesstable-diffusiondiffusion-models
RAG-Survey
Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhanceme…
★ 1.8k · aigc
sharessurveydiffusion-models
InstructCV
[ ICLR 2024 ] Official Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Mode…
★ 460 · diffusion-models
sharesstable-diffusiondiffusion-models

Measured from GitHub topics shared by both projects, weighted by how rare each topic is.