diffusion-models

There are 39 repositories under diffusion-models topic.

diff-usion / Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
diffusion-models generative-model machine-learning score-matching artificial-intelligence score-based
Language:HTML 10159
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 6621
openvinotoolkit / openvino
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
inference deep-learning openvino ai computer-vision diffusion-models generative-ai llm-inference natural-language-processing nlp performance-boost speech-recognition stable-diffusion deploy-ai optimize-ai transformers yolo recommendation-system good-first-issue
Language:C++ 6035
yl4579 / StyleTTS2
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
deep-learning pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm diffusion-models latent-diffusion latent-diffusion-models adversarial-training gan
Language:Python 4140
Fanghua-Yu / SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild
deep-learning diffusion-models llava sdxl stable-diffusion super-resolution restoration pytorch pytorch-lightning
Language:Python 3534
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 diffusion-models image-generation transformers autoregressive-models generative-ai generative-model gpt gpt-2 large-language-models vision-transformer
Language:Python 3529
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
2881
YangLing0818 / Diffusion-Models-Papers-Survey-Taxonomy
Diffusion model papers, survey, and taxonomy
diffusion-models survey stable-diffusion text-to-image text-to-3d text-to-video
2703
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 2639
showlab / Awesome-Video-Diffusion
A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
awesome diffusion-models video-editing video-generation video-understanding video-restoration text-to-motion text-to-video
2529
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 1821
andreas128 / RePaint
Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022
cvpr2022 diffusion-models inpainting
Language:Python 1820
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 1814
adobe-research / custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
customization fine-tuning text-to-image-generation computer-vision diffusion-models few-shot pytorch
Language:Python 1788
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 1697
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 1522
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 1480
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 1469
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 1413
ChenHsing / Awesome-Video-Diffusion-Models
[Arxiv] A Survey on Video Diffusion Models
awesome-list text-to-video video-diffusion-model awesome video-editing survey diffusion diffusion-models video video-diffusion
1366
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 1321
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 1246
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 1243
amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
ddpm denoising diffusion diffusion-models generation generative-models medical-imaging reconstruction sde segmentation vae ncsn deep-learning machine-learning score-based score-matching
1161
PKU-YuanGroup / MagicTime
MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators
text-to-video video-generation diffusion-models time-lapse time-lapse-dataset open-sora-plan long-video-generation metamorphic-video-generation
Language:Python 1124
Alpha-VLLM / Lumina-T2X
Lumina-T2X is a unified framework for Text to Any Modality Generation
aigc transformer diffusion-models diffusion diffusion-model diffusion-transformer generation-models transformers
Language:Python 1046
Yujun-Shi / DragDiffusion
[CVPR2024, Highlight] Official code for DragDiffusion
artificial-intelligence diffusion-models draggan image-editing dragdiffusion cvpr2024
Language:Python 1045
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 1040
TencentARC / BrushNet
The official implementation of paper "BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion"
diffusion diffusion-models image-inpainting text-to-image
Language:Python 1007
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 989
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 pytorch stable-diffusion paint-by-example
Language:Python 988
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 979
THUDM / ImageReward
[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation
diffusion-models generative-model rlhf human-preferences
Language:Python 969
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 935
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 928
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 919