diffusion-models

There are 38 repositories under diffusion-models topic.

diff-usion / Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
artificial-intelligence diffusion-models generative-model machine-learning score-based score-matching
Language:HTML 9987
open-mmlab / mmagic
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
super-resolution inpainting matting image-generation generative-adversarial-network pytorch deep-learning video-interpolation video-frame-interpolation video-super-resolution computer-vision image-editing image-processing image-synthesis diffusion text2image aigc generative-ai diffusion-models
Language:Jupyter Notebook 6559
openvinotoolkit / openvino
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
ai computer-vision deep-learning deploy-ai diffusion-models generative-ai good-first-issue inference llm-inference natural-language-processing nlp openvino optimize-ai performance-boost recommendation-system speech-recognition stable-diffusion transformers yolo
Language:C++ 5873
yl4579 / StyleTTS2
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
adversarial-training deep-learning diffusion-models gan latent-diffusion latent-diffusion-models pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm
Language:Python 4017
Fanghua-Yu / SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild
deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution
Language:Python 3320
zzw922cn / awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
automatic-speech-recognition papers roadmap rnn cnn dnn attention-mechanism seq2seq acoustic-model timit-dataset tts language-model speaker-verification speech-recognition speech-synthesis neural-network recognition-synthesis diffusion-models singing-voice-synthesis voice-conversion
2867
YangLing0818 / Diffusion-Models-Papers-Survey-Taxonomy
Diffusion model papers, survey, and taxonomy
diffusion-models stable-diffusion survey text-to-3d text-to-image text-to-video
2651
FoundationVision / VAR
[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!
auto-regressive-model autoregressive-models diffusion-models generative-ai generative-model gpt gpt-2 image-generation large-language-models transformers vision-transformer
Language:Python 2596
ali-vilab / VGen
Official repo for VGen: a holistic video generation ecosystem for video generation building on diffusion models
diffusion-models video-synthesis
Language:Python 2559
showlab / Awesome-Video-Diffusion
A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
awesome diffusion-models text-to-motion text-to-video video-editing video-generation video-restoration video-understanding
2398
andreas128 / RePaint
Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022
cvpr2022 diffusion-models inpainting
Language:Python 1801
open-mmlab / mmgeneration
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
generative gan pytorch mmcv openmmlab generative-adversarial-network diffusion-models
Language:Python 1796
deepseek-ai / DreamCraft3D
[ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior
3d-generation aigc diffusion-models generative-model image-to-3d 3d-creation
Language:Python 1791
adobe-research / custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
computer-vision customization diffusion-models few-shot fine-tuning pytorch text-to-image-generation
Language:Python 1775
junshutang / Make-It-3D
[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior
3d-generation 3d-vision computer-vision deep-learning diffusion-models generative-art nerf
Language:Python 1681
yang-song / score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
pytorch stochastic-differential-equations inverse-problems generative-models score-matching score-based-generative-modeling controllable-generation iclr-2021 diffusion-models
Language:Jupyter Notebook 1495
guochengqian / Magic123
[ICLR24] Official PyTorch Implementation of Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors
image-to-3d 3d-generation diffusion-models
Language:Jupyter Notebook 1453
SUDO-AI-3D / zero123plus
Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.
3d 3d-graphics aigc diffusers diffusion-models image-to-3d research-project text-to-3d
Language:Python 1421
LuChengTHU / dpm-solver
Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)
diffusion-models machine-learning score-based-generative-models stable-diffusion
Language:Python 1381
yang-song / score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
score-matching stochastic-differential-equations generative-models score-based-generative-modeling controllable-generation inverse-problems jax flax iclr-2021 diffusion-models
Language:Jupyter Notebook 1297
ChenHsing / Awesome-Video-Diffusion-Models
[Arxiv] A Survey on Video Diffusion Models
awesome awesome-list diffusion diffusion-models survey text-to-video video video-diffusion video-diffusion-model video-editing
1248
bloc97 / CrossAttentionControl
Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion
cross-attention deep-learning diffusion-models stable-diffusion
Language:Jupyter Notebook 1240
onediff
siliconflow / onediff
OneDiff: An out-of-the-box acceleration library for diffusion models.
comfyui diffusers pytorch sdxl stable-diffusion aigc-serving comfyui-workflow cuda inference-engine lcm lcm-lora performance-optimization sd-webui stable-video-diffusion diffusion-models lora sdxl-turbo
Language:Python 1172
amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
ddpm deep-learning denoising diffusion diffusion-models generation generative-models machine-learning medical-imaging ncsn reconstruction score-based score-matching sde segmentation vae
1105
wyhuai / DDNM
[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
diffusion-models zero-shot image-restoration iclr iclr2023
Language:Python 1014
Yujun-Shi / DragDiffusion
[CVPR2024, Highlight] Official code for DragDiffusion
artificial-intelligence cvpr2024 diffusion-models dragdiffusion draggan image-editing
Language:Python 1011
PKU-YuanGroup / MagicTime
MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators
diffusion-models long-video-generation metamorphic-video-generation open-sora-plan text-to-video time-lapse time-lapse-dataset video-generation
Language:Python 977
lukasHoel / text2room
Text2Room generates textured 3D meshes from a given text prompt using 2D text-to-image models (ICCV2023).
3d-generation diffusion-models mesh-generation text-to-image
Language:Python 970
OpenBMB / VisCPM
[ICLR'24 spotlight] Chinese and English Multimodal Large Model Series (Chat and Paint) | 基于CPM基础模型的中英双语多模态大模型系列
diffusion-models large-language-models multimodal transformers
Language:Python 962
Fantasy-Studio / Paint-by-Example
Paint by Example: Exemplar-based Image Editing with Diffusion Models
computer-vision deep-learning diffusion-models image-editing image-generation image-manipulation paint-by-example pytorch stable-diffusion
Language:Python 957
THUDM / ImageReward
[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation
diffusion-models generative-model rlhf human-preferences
Language:Python 931
tango
declare-lab / tango
A family of diffusion models for text-to-audio generation.
audio-generation diffusion diffusion-models language-models large-language-models text-to-audio
Language:Python 902
gcorso / DiffDock
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
diffusion-models docking binding computational-biology equivariance machine-learning non-euclidean-geometry score-based-models
Language:Python 896
omerbt / MultiDiffusion
Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)
diffusion-models generative-model image-generation stable-diffusion text-to-image multidiffusion icml
Language:Jupyter Notebook 895
davidADSP / Generative_Deep_Learning_2nd_Edition
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
chatgpt dalle2 data-science deep-learning diffusion-models generative-adversarial-network gpt-3 machine-learning python stable-diffusion tensorflow
Language:Jupyter Notebook 847
ali-vilab / videocomposer
Official repo for VideoComposer: Compositional Video Synthesis with Motion Controllability
diffusion-models video-generation video-synthesiswith
Language:Python 840