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260 search results found

Generative Visual Prompt ⭐ 111

[NeurIPS 2022] (Amortized) distributional control for pre-trained generative models

De Novo Protein Design by Equivariantly Diffusing Oriented Residue Clouds

Official Implementation for "A Neural Space-Time Representation for Text-to-Image Personalization" (SIGGRAPH Asia 2023)

Diffusion Posterior Sampling ⭐ 103

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

Diff Pruning ⭐ 102

[NeurIPS 2023] Structural Pruning for Diffusion Models

single 3D shape diffusion model

Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (ICML 2022)

Real-World Image Variation by Aligning Diffusion Inversion Chain (NeurIPS 2023 Spotlight)

Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models, ICLR2023

Our model BUDDI learns the joint distribution of interacting people

Visorgpt ⭐ 95

[NeurIPS 2023] Customize spatial layouts for conditional image synthesis models, e.g., ControlNet, using GPT

Paint By Sketch ⭐ 95

Stable Diffusion-based image manipulation method with a sketch and reference image

[ICCV 2023] Official implementation of the paper: "DIRE for Diffusion-Generated Image Detection"

Diffpose ⭐ 92

[CVPR 2023] DiffPose: Toward More Reliable 3D Pose Estimation

Diffattack ⭐ 92

An unrestricted attack based on diffusion models that can achieve both good transferability and imperceptibility.

Consistency Models ⭐ 89

Toolkits for OpenAI's Consistency Models.

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

Targetdiff ⭐ 85

The official implementation of 3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction (ICLR 2023)

Diffsinger ⭐ 85

PyTorch implementation of DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (focused on DiffSpeech)

Unified Generative Zoo ⭐ 84

Code for "Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance"

Sur Adapter ⭐ 83

SUR-adapter for pre-trained diffusion models can acquire the powerful semantic understanding and reasoning capabilities from large language models to build a high-quality textual semantic representation for text-to-image generation.

Aleatory ⭐ 83

📦 Python library for Stochastic Processes Simulation and Visualisation

Reparam Discrete Diffusion ⭐ 81

Reparameterized Discrete Diffusion Models for Text Generation

Diffuscene ⭐ 79

The implementation for "DiffuScene: Scene Graph Denoising Diffusion Probabilistic Model for Generative Indoor Scene Synthesis"

Harmonyview ⭐ 79

Official pytorch implementation of "HarmonyView: Harmonizing Consistency and Diversity in One-Image-to-3D"

Diffusion Fast ⭐ 74

Faster generation with text-to-image diffusion models.

Ddpm Torch ⭐ 73

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"

This repository is the code of our paper "DiffUTE: Universal Text Editing Diffusion Model" (NeurIPS'2023).

Ground A Video ⭐ 73

Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models

Diffdock Pp ⭐ 73

Implementation of DiffDock-PP: Rigid Protein-Protein Docking with Diffusion Models in PyTorch (ICLR 2023 - MLDD Workshop)

Diff Harmonization ⭐ 72

A novel zero-shot image harmonization method based on Diffusion Model Prior.

Inst Inpaint ⭐ 72

A novel inpainting framework that can remove objects from images based on the instructions given as text prompts.

Blur Diffusion ⭐ 72

Official PyTorch implementation of the paper Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis.

Imagenhub ⭐ 71

ImagenHub is a one-stop library to standardize the inference and evaluation of all the conditional image generation models. (ICLR 2024)

Guided Diffusion Keras ⭐ 70

Text to Image Diffusion Models in Keras

Paradigms ⭐ 70

PyTorch implementation for "Parallel Sampling of Diffusion Models", NeurIPS 2023 Spotlight

Stable Dreambooth ⭐ 68

Dreambooth implementation based on Stable Diffusion with minimal code.

Diffusionfromscratch ⭐ 67

Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series

Audiotoken ⭐ 61

This repo contains the official PyTorch implementation of AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation

Visual Instruction Inversion: Image Editing via Visual Prompting (NeurIPS 2023)

Shiftddpms ⭐ 59

Official PyTorch implementation of ShiftDDPMs (AAAI 2023)

Slotdiffusion ⭐ 59

Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models

Dyffusion ⭐ 58

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

Audioldm Training Finetuning ⭐ 58

AudioLDM training, finetuning, evaluation and inference.

Affordance_diffusion ⭐ 58

Codes for "Affordance Diffusion: Synthesizing Hand-Object Interactions"

Tempotokens ⭐ 57

This repo contains the official PyTorch implementation of: Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation

Unsupervised Compositional Concepts Discovery ⭐ 57

[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models

Official pytorch implementation of the paper: "SinDDM: A Single Image Denoising Diffusion Model"

🔥🔥🔥Official Codebase of "DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation"

Official PyTorch implementation of the paper: Flow Matching in Latent Space

Easydist ⭐ 55

Automated Parallelization System and Infrastructure for Multiple Ecosystems

[ICCV 2023 Oral] Official Implementation of "Denoising Diffusion Autoencoders are Unified Self-supervised Learners"

Diffusion Model Deepfake Detection ⭐ 53

Official repository of: Towards the Detection of Diffusion Model Deepfakes

Imgx Diffseg ⭐ 53

A JAX-based deep learning framework for image segmentation using diffusion models.

a Wide Shelf for AI and Data Science | Resources 🍔

Diff Unet ⭐ 52

Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation. (using diffusion for 3D medical image segmentation)

Diffgan Tts ⭐ 52

PyTorch Implementation of DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs

Integrated Design Diffusion Model ⭐ 50

IDDM (Industrial, landscape, animate...), support DDPM, DDIM, webui and multi-GPU distributed training. Pytorch实现，生成模型，扩散模型，分布式训练

Diffusionret ⭐ 50

[ICCV 2023] DiffusionRet: Generative Text-Video Retrieval with Diffusion Model

A Unified Conditional Framework for Diffusion-based Image Restoration

Sketch A Sketch ⭐ 46

Controlling diffusion-based image generation with just a few strokes

Storygen ⭐ 46

Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion Models

Music Spectrogram Diffusion Pytorch ⭐ 46

Cozy Auto Texture ⭐ 45

A Blender add-on for generating free textures using the Stable Diffusion AI text to image model.

Official implementation for "Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training" https://arxiv.org/abs/2211.11138

Graphmotion ⭐ 44

[NeurIPS 2023] Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs

Sketchknitter ⭐ 41

About PyTorch implementation of SketchKnitter: Vectorized Sketch Generation with Diffusion Models, ICLR 2023, Spotlight.

Unlearn Saliency ⭐ 41

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Dennis Wei, Eric Wong, Sijia Liu

Video Motion Customization ⭐ 41

This repository is the official implementation of "VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models"

Transformer_latent_diffusion ⭐ 40

Text to Image Latent Diffusion using a Transformer core

PyTorch code for EgoHMR (ICCV 2023): Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views

Official Implementation of "Denoising Diffusion Semantic Segmentation with Mask Prior Modeling"

Code for "Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?" (https://arxiv.org/abs/2305.12954)

Geometric Latent Diffusion Models for 3D Molecule Generation

Official implementation of paper "One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications".

Unconditional Time Series Diffusion ⭐ 37

Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting"

Conffusion ⭐ 37

Official Implementation for the "Conffusion: Confidence Intervals for Diffusion Models" paper.

The official implementation for Diffusion Denoising Process for Perceptron Bias in Out-of-distribution Detection (DiffOOD)

Ppg Gradvc ⭐ 35

A diffusion-based cross-lingual voice conversion model, as my bachelor's thesis

MLSys Workshop NeurIPS 2023 - Redco: A Lightweight Tool to Automate Distributed Training and Inference

Score_flow ⭐ 35

Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)

Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing (NeurIPS 2023)

Blender_motion_generate_tools ⭐ 34

motion_generate_tools is a Blender addon for generate motion using MDM: Human Motion Diffusion Model.

Awesome Stable Diffusion ⭐ 33

A curated list of awesome stable diffusion resources 🌟

Dreamcreature ⭐ 33

DreamCreature: Crafting Photorealistic Virtual Creatures from Imagination

Primdiffusion ⭐ 32

[NeurIPS 2023] PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation

Official repository for arXiv paper "SIFU: Side-view Conditioned Implicit Function for Real-world Usable Clothed Human Reconstruction"

Long-Term Rhythmic Video Soundtracker, ICML2023

Ambient Diffusion ⭐ 30

[NeurIPS 2023] Official Implementation: "Ambient Diffusion: Learning Clean Distributions from Corrupted Data"

Official PyTorch implementation of "Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis." (ICCV 2023)

Stable Diffusion Controlnet Webui ⭐ 30

Diffusion WebUI: Stable Diffusion + ControlNet + Inpaint

Customize It 3d ⭐ 30

Official implementation of Customize-It-3D: High-Quality 3D Creation from A Single Image Using Subject-Specific Knowledge Prior

GeoSSL: Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching, ICLR'23 (https://openreview.net/forum?id=CjTHVo1dvR)

Official PyTorch Implementation of EDGE (CVPR 2023)

Musediffusion ⭐ 26

YAI 11 x @POZAlabs : Music generation & modification from Unclear midi SEquence with Diffusion model / Project Page ⬇️

[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation

Diffstyle ⭐ 23

DiffStyle: Leverage Diffusion Prior to One-for-All Style Transfer. Course project of CS3310 Computer Graphics, built on Prompt-to-Prompt and Null-Text.

Ccdm Stochastic Segmentation ⭐ 23

Repository for "Stochastic Segmentation with Conditional Categorical Diffusion Models" (ICCV 2023)

Image Generation Models ⭐ 22

Generative models (GAN, VAE, Diffusion Models, Autoregressive Models) implemented with Pytorch, Pytorch_lightning and hydra.

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