Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

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

[MICCAI 2023] DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification

[ICCV2023 Best Paper Finalist] PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

A collection of resources and papers on Diffusion Models

Open-Sora: Democratizing Efficient Video Production for All

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

Denoising Diffusion Implicit Models

Release for Improved Denoising Diffusion Probabilistic Models

A Survey on Text-to-Video Generation/Synthesis.

T2I-Adapter

[NeurIPS 2024 Best Paper][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ult…

[NeurIPS 2024] Official implementation of "Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models"

Official implementation for "Blended Latent Diffusion" [SIGGRAPH 2023]

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

Code Implementation of "Uni-paint: A Unified Framework for Multimodal Image Inpainting with Pretrained Diffusion Model"

A curated list of papers, code, and resources pertaining to generative image composition or object insertion.

[ECCV 2024] PowerPaint, a versatile image inpainting model that supports text-guided object inpainting, object removal, image outpainting and shape-guided object inpainting with only a single model…

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

[ICCV 2023] "TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition" (Official Implementation)

Official implementations for paper: Anydoor: zero-shot object-level image customization

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Official Pytorch Implementation of Paper - Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation - NeurIPS 2024

High-Resolution Image Synthesis with Latent Diffusion Models

Official implementations for paper: Zero-shot Image Editing with Reference Imitation

A collection of resources on controllable generation with text-to-image diffusion models.

Simulator-conditioned Driving Scene Generation

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥