diffusion-model

There are 9 repositories under diffusion-model topic.

MoonInTheRiver / DiffSinger
DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code
text-to-speech diffusion-speedup tts aaai2022 singing-synthesis diffusion-model speech-synthesis singing-voice-synthesis singing-voice singing-voice-database midi
Language:Python 4641
Alpha-VLLM / Lumina-T2X
Lumina-T2X is a unified framework for Text to Any Modality Generation
aigc diffusion diffusion-model diffusion-models diffusion-transformer generation-models transformer transformers
Language:Python 2235
wangkai930418 / awesome-diffusion-categorized
collection of diffusion model papers categorized by their subareas
continual-learning controlnet detection diffusion diffusion-model diffusion-models few-shot image-edit inpainting inversion segmentation stable-diffusion text-guided tracking
2006
Janspiry / Palette-Image-to-Image-Diffusion-Models
Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch
ddpm image-restoration ddp implementation pytorch diffusion-model
Language:Python 1757
thu-ml / prolificdreamer
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)
diffusion-model dreamfusion nerf text-to-3d prolificdreamer stablediffusion
Language:Python 1548
Stability-AI / stable-virtual-camera
Stable Virtual Camera: Generative View Synthesis with Diffusion Models
diffusion-model image-to-video novel-view-synthesis stable-virtual-camera
Language:Python 1494
rese1f / StableVideo
[ICCV 2023] StableVideo: Text-driven Consistency-aware Diffusion Video Editing
aigc computer-vision controlnet diffusion-model video-editing
Language:Python 1440
opendilab / awesome-diffusion-model-in-rl
A curated list of Diffusion Model in RL resources (continually updated)
deep-reinforcement-learning diffusion-model diffusion-models reinfocement-learning
1392
Matcha-TTS
shivammehta25 / Matcha-TTS
[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching
deep-learning diffusion-model diffusion-models flow-matching machine-learning non-autoregressive probabilistic probabilistic-machine-learning text-to-speech tts tts-api tts-engines
Language:Jupyter Notebook 1157
mingyuan-zhang / MotionDiffuse
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model
3d-generation diffusion-model motion-generation text-driven
Language:Python 948
Vchitect / SEINE
[ICLR 2024] SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction
stable-diffusion diffusion-model image-to-video video-generation
Language:Python 944
Shilin-LU / TF-ICON
[ICCV 2023] "TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition" (Official Implementation)
diffusion-model generative-ai image-composition image-inversion stable-diffusion text-to-image
Language:Python 820
fnzhan / Generative-AI
[TPAMI 2023] Multimodal Image Synthesis and Editing: The Generative AI Era
aigc diffusion-model gans multimodality nerfs
Language:TeX 755
CompVis / depth-fm
[AAAI 2025, Oral] DepthFM: Fast Monocular Depth Estimation with Flow Matching
diffusion-model flow-matching stochastic-interpolants depth-estimation
Language:Jupyter Notebook 683
ChenFengYe / motion-latent-diffusion
[CVPR 2023] Executing your Commands via Motion Diffusion in Latent Space, a fast and high-quality motion diffusion model
3d-generation cvpr2023 diffusion-model motion motion-generation text-driven text-to-motion
Language:Python 671
DiffusionFastForward
mikonvergence / DiffusionFastForward
DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
diffusion-model diffusion-models generative-art generative-model generative-models image-generation latent-diffusion learning-resources
Language:Jupyter Notebook 669
yuanchenyang / smalldiffusion
Simple and readable code for training and sampling from diffusion models
diffusion diffusion-model diffusion-models
Language:Python 622
Zj-BinXia / DiffIR
This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023
deblurring diffusion-model inpainting super-resolution
Language:Jupyter Notebook 575
DPS2022 / diffusion-posterior-sampling
Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"
diffusion-model inverse-problems pytorch
Language:Python 564
ziqihuangg / ReVersion
[SIGGRAPH Asia 2024] ReVersion: Diffusion-Based Relation Inversion from Images
aigc diffusion-model gen-ai image-generation relation-modeling stable-diffusion
Language:Python 506
ChunmingHe / awesome-diffusion-models-in-low-level-vision
A Repository for Diffusion-Model-related Papers in Low-level Vision
diffusion-model image-deblurring image-dehazing image-fusion image-inpainting image-super-resolution low-level-vision low-light-image-enhancement medical-image-processing remote-sensing survey video-processing
494
svg-project / Sparse-VideoGen
[ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention
diffusion diffusion-model efficientml hunyuan-video sparse-attention wan
Language:Python 478
IGITUGraz / WeatherDiffusion
Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]
dehazing denoising-diffusion-models deraining desnowing image-restoration diffusion-model
Language:Python 416
Y-debug-sys / Diffusion-TS
[ICLR 2024] Official Implementation of "Diffusion-TS: Interpretable Diffusion for General Time Series Generation"
diffusion-model pytorch time-series time-series-forecasting time-series-imputation
Language:Jupyter Notebook 383
ZhendongWang6 / DIRE
[ICCV 2023] Official implementation of the paper: "DIRE for Diffusion-Generated Image Detection"
diffusion-model fake-image-detection image-forensics
Language:Python 368
cure-lab / PnPInversion
[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"
deep-learning diffusion-inversion diffusion-model diffusion-models iclr2024 image-editing image-generation paper-implementation paper-implementations pytorch
Language:Jupyter Notebook 344
tangjiapeng / DiffuScene
[CVPR 2024] DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis
diffusion-model diffusion-models generative-models scene-arrangement scene-completion scene-generation scene-graph scene-layout scene-synthesis scene-understanding text-to-scene
Language:Python 315
icon-lab / SynDiff
Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).
deep-learning medical-imaging denoising-diffusion-models image-synthesis image-to-image-translation diffusion-model diffusion-models medical-image-synthesis unsupervised
Language:Python 303
byliutao / 1Prompt1Story
🔥ICLR 2025 (Spotlight) One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
diffusion diffusion-model diffusion-models storytelling text-to-image
Language:Python 295
WHU-USI3DV / FreeReg
[ICLR 2024] FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators
cross-modality-feature-extraction diffusion-feature diffusion-model diffusion-models image-to-point-cloud-registration paper
Language:Python 291
EzioBy / Calligrapher
Calligrapher: Freestyle Text Image Customization
diffusion-model image-editing self-distillation style-transfer text-image-generation
Language:Python 289
EnVision-Research / Kiss3DGen
[CVPR 2025] Official implementation of "Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation"
3d-generation diffusion-model image-to-3d text-to-3d
Language:Python 283
RQ-Wu / LAMP
[CVPR 2024] | LAMP: Learn a Motion Pattern for Few-Shot Based Video Generation
aigc diffusion diffusion-model diffusion-models few-shot-learning stable-diffusion text-to-video video-editing
Language:Python 278
aim-uofa / Diception
[NeurIPS 2025 Spotlight] A Generalist Diffusion Model for Vision Perception
depth-estimaiton diffusion-model generative-model multi-task-learning normal-estimation segmentation
Language:Python 277
hayeong0 / DDDM-VC
Official Pytorch Implementation for "DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion" (AAAI 2024)
deep-learning diffusion-model speech-synthesis voice-conversion
Language:Python 236
CFGpp-diffusion / CFGpp
Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models" (ICLR2025)
diffusion-model diffusionmodel image-editing machinelearning pytorch text-to-image text-to-image-generation
Language:Python 227

diffusion-model

MoonInTheRiver / DiffSinger

Alpha-VLLM / Lumina-T2X

wangkai930418 / awesome-diffusion-categorized

Janspiry / Palette-Image-to-Image-Diffusion-Models

thu-ml / prolificdreamer

Stability-AI / stable-virtual-camera

rese1f / StableVideo

opendilab / awesome-diffusion-model-in-rl

shivammehta25 / Matcha-TTS

mingyuan-zhang / MotionDiffuse

Vchitect / SEINE

Shilin-LU / TF-ICON

fnzhan / Generative-AI

CompVis / depth-fm

ChenFengYe / motion-latent-diffusion

mikonvergence / DiffusionFastForward

yuanchenyang / smalldiffusion

Zj-BinXia / DiffIR

DPS2022 / diffusion-posterior-sampling

ziqihuangg / ReVersion

ChunmingHe / awesome-diffusion-models-in-low-level-vision

svg-project / Sparse-VideoGen

IGITUGraz / WeatherDiffusion

Y-debug-sys / Diffusion-TS

ZhendongWang6 / DIRE

cure-lab / PnPInversion

tangjiapeng / DiffuScene

icon-lab / SynDiff

byliutao / 1Prompt1Story

WHU-USI3DV / FreeReg

EzioBy / Calligrapher

EnVision-Research / Kiss3DGen

RQ-Wu / LAMP

aim-uofa / Diception

hayeong0 / DDDM-VC

CFGpp-diffusion / CFGpp