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260 search results found

Styletts2 ⭐ 3,464

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

Diffsinger ⭐ 3,123

DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

I2vgen Xl ⭐ 2,047

Official repo for VGen: a holistic video generation ecosystem for video generation building on diffusion models

Custom Diffusion ⭐ 1,669

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

Mmgeneration ⭐ 1,601

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

Dreamcraft3d ⭐ 1,561

Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Make It 3d ⭐ 1,443

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

Dpm Solver ⭐ 1,255

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Zero123plus ⭐ 1,252

Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

Prolificdreamer ⭐ 1,163

Official code of ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

Palette Image To Image Diffusion Models ⭐ 1,024

Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch

[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

[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

Text2room ⭐ 883

Text2Room generates textured 3D meshes from a given text prompt using 2D text-to-image models (ICCV2023).

Dragdiffusion ⭐ 822

Official code for DragDiffusion

Paint By Example ⭐ 819

Paint by Example: Exemplar-based Image Editing with Diffusion Models

Codes and Model of the paper "Text-to-Audio Generation using Instruction Tuned LLM and Latent Diffusion Model"

Repaint ⭐ 799

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

Onediff ⭐ 787

OneDiff: An out-of-the-box acceleration library for diffusion models.

Videocomposer ⭐ 711

Official repo for VideoComposer: Compositional Video Synthesis with Motion Controllability

Diffdock ⭐ 686

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

Imagereward ⭐ 674

[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

Instruct Nerf2nerf ⭐ 662

Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions (ICCV 2023)

Syncdreamer ⭐ 661

[Arxiv23] SyncDreamer: Generating Multiview-consistent Images from a Single-view Image

SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction

Generative_deep_learning_2nd_edition ⭐ 652

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Meshdiffusion ⭐ 620

Official implementation of "MeshDiffusion: Score-based Generative 3D Mesh Modeling" (ICLR 2023 Spotlight)

Tf Icon ⭐ 604

ICCV 2023. Official implementation of TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition.

Controlvideo ⭐ 593

[Arxiv 2023] Official pytorch implementation of "ControlVideo: Training-free Controllable Text-to-Video Generation"

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

Diffuseq ⭐ 586

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

Motiondirector ⭐ 540

MotionDirector: Motion Customization of Text-to-Video Diffusion Models.

Text To Video Finetuning ⭐ 501

Finetune ModelScope's Text To Video model using Diffusers 🧨

Motiondiffuse ⭐ 500

MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model

PIA, your Personalized Image Animator. Animate your images by text prompt, combing with Dreambooth, achieving stunning videos. PIA，你的个性化图像动画生成器，利用文本提示将图像变为奇妙的动画

Instructcv ⭐ 464

Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"

Cycle Diffusion ⭐ 458

[ICCV 2023] A latent space for stochastic diffusion models

Daclip Uir ⭐ 441

PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.

Break A Scene ⭐ 418

Official implementation for "Break-A-Scene: Extracting Multiple Concepts from a Single Image" [SIGGRAPH Asia 2023]

Reversion ⭐ 395

ReVersion: Diffusion-Based Relation Inversion from Images

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Deepcache ⭐ 381

DeepCache: Accelerating Diffusion Models for Free

Ssdnerf ⭐ 371

[ICCV 2023] Single-Stage Diffusion NeRF

Storyteller ⭐ 368

Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech

Prodiff ⭐ 352

PyTorch Implementation of ProDiff (ACM-MM'22) with a Extremely-Fast diffusion speech synthesis pipeline

Gaussiandreamer ⭐ 345

GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models

Motion Latent Diffusion ⭐ 344

(CVPR 2023) Executing your Commands via Motion Diffusion in Latent Space, a fast and high-quality motion diffusion model

Emergent Correspondence from Image Diffusion

Collaborative Diffusion ⭐ 320

Collaborative Diffusion (CVPR 2023)

Image Restoration Sde ⭐ 299

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

Wavediff ⭐ 298

Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)

Onediffusion ⭐ 293

OneDiffusion: Run any Stable Diffusion models and fine-tuned weights with ease

Multimodal Garment Designer ⭐ 288

This is the official repository for the paper "Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing". ICCV 2023

Text2cinemagraph ⭐ 288

Text2Cinemagraph: Text-Guided Synthesis of Eulerian Cinemagraphs [SIGGRAPH ASIA 2023]

Mm Diffusion ⭐ 287

[CVPR'23] MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation

Diffusion Classifier ⭐ 255

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

Diffusionerf ⭐ 248

[CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)

[NeurIPS 2022] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

Mixture Of Diffusers ⭐ 232

Mixture of Diffusers for scene composition and high resolution image generation

Modular Diffusion ⭐ 227

Python library for designing and training your own Diffusion Models with PyTorch.

Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation

Official PyTorch implementation of Video Probabilistic Diffusion Models in Projected Latent Space (CVPR 2023).

Diffusion Bert ⭐ 217

Implementation of DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

Difflinker ⭐ 215

DiffLinker: Equivariant 3D-Conditional Diffusion Model for Molecular Linker Design

Conceptlab ⭐ 214

Official Implementation for "ConceptLab: Creative Generation using Diffusion Prior Constraints"

Geodiff ⭐ 211

Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).

Ddpm Cd ⭐ 205

Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models

Cross Image Attention ⭐ 202

Officail Implementation for "Cross-Image Attention for Zero-Shot Appearance Transfer"

Official PyTorch implementation of PDAE (NeurIPS 2022)

Diffusiondepth ⭐ 191

PyTorch Implementation of introducing diffusion approach to 3D depth perception

E4t Diffusion ⭐ 188

Implementation of Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models

Minimagen ⭐ 186

MinImagen: A minimal implementation of the Imagen text-to-image model

Magicbrush ⭐ 184

Dataset, code and models for the paper "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

Minimal Text Diffusion ⭐ 184

A minimal implementation of diffusion models for text generation

Joligen ⭐ 180

Generative AI Image Toolset with GANs and Diffusion for Real-World Applications

Relaydiffusion ⭐ 180

The official implementation of "Relay Diffusion: Unifying diffusion process across resolutions for image synthesis" [ICLR 2024 Spotlight]

Humanmac ⭐ 179

[ICCV-2023] Official code for work "HumanMAC: Masked Motion Completion for Human Motion Prediction".

Miragestock ⭐ 170

Open-Source Implementations of 3D Diffusion Models Optimized for GLB Output

Official PyTorch Implementation of Learning to Learn with Generative Models of Neural Network Checkpoints

This respository contains the code for the CVPR 2023 paper SINE: SINgle Image Editing with Text-to-Image Diffusion Models.

Deepinv ⭐ 165

PyTorch library for solving imaging inverse problems using deep learning

Interdiff ⭐ 154

[ICCV 2023] Official PyTorch implementation of the paper "InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion"

Sparsefusion ⭐ 151

Official PyTorch implementation of SparseFusion: Distilling View-conditioned Diffusion for 3D Reconstruction

Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuning a Text-to-Image Diffusion Model (Few-shot-based text-to-video diffusion)

Diffusevae ⭐ 149

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

Diffusers ⭐ 145

A modular Rust library for super fast Stable Diffusion inference - 45% faster than PyTorch 🔮

Mustango ⭐ 142

Mustango: Toward Controllable Text-to-Music Generation

Stable_diffusion_playground ⭐ 138

Playing around with stable diffusion. Generated images are reproducible because I save the metadata and latent information. You can generate and then later interpolate between the images of your choice.

Layout Dm ⭐ 138

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

Syndiff ⭐ 134

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

Min Snr Diffusion Training ⭐ 129

[ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy

Alignprop ⭐ 127

AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more sample and compute efficient than reinforcement learning methods (PPO) for finetuning Stable Diffusion

Q Diffusion ⭐ 125

[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.

Freereg ⭐ 124

[ICLR 2024] FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators

Concept Ablation ⭐ 122

Ablating Concepts in Text-to-Image Diffusion Models (ICCV 2023)

Docdiff ⭐ 116

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

Diffbev ⭐ 116

Official PyTorch implementation for a conditional diffusion probability model in BEV perception

Comospeech ⭐ 112

CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model

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