awesome-diffusion-model-based-image-editing-methods
github.com/siatmmlab/awesome-diffusion-model-based-image-editing-methods ↗Diffusion Model-Based Image Editing: A Survey (TPAMI 2025)
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Training-BasedTesting-Time FinetuningTraining and Finetuning Free
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Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
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Training and Finetuning Free
- A latent space of stochastic diffusion models for zero-shot image editing and guidanceTraining and Finetuning Free: Inversion/Sampling Modification
ICCV 2023
- An Edit Friendly DDPM Noise Space: Inversion and ManipulationsTraining and Finetuning Free: Inversion/Sampling Modification
CVPR 2024
- Blended diffusion for text-driven editing of natural imagesTraining and Finetuning Free: Mask Guidance
CVPR 2022
- Blended latent diffusionTraining and Finetuning Free: Mask Guidance
SIGGRAPH 2023
- Conditional Score Guidance for Text-Driven Image-to-Image TranslationTraining and Finetuning Free: Attention Modification
NeurIPS 2023
- DiffEdit: Diffusion-based semantic image editing with mask guidanceTraining and Finetuning Free: Mask Guidance
ICLR 2023
Training-Based
- Anydoor: Zero-shot object-level image customizationTraining-Based: Reference and Attribute Guided Editing
CVPR 2024
- A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image InpaintingTraining-Based: Reference and Attribute Guided Editing
arXiv 2023
- ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space ManipulationTraining-Based: Pseudo-Target Retrieval-Based Editing
arXiv 2023
- CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image ManipulationTraining-Based: Domain-Specific Editing
NeurIPS 2023
- DialogPaint: A Dialog-based Image Editing ModelTraining-Based: Instructional Editing
arXiv 2023
- Diffstyler: Controllable dual diffusion for text-driven image stylizationTraining-Based: Domain-Specific Editing
TNNLS 2024
Testing-Time Finetuning
- Contrastive Denoising Score for Text-guided Latent Diffusion Image EditingTesting-Time Finetuning: Latent Variable Optimization
CVPR 2024
- Custom-edit: Text-guided image editing with customized diffusion modelsTesting-Time Finetuning: Denosing Model Finetuning
CVPR workshop 2023
- Delta denoising scoreTesting-Time Finetuning: Latent Variable Optimization
ICCV 2023
- Diffusion-based Image Translation using disentangled style and content representationTesting-Time Finetuning: Latent Variable Optimization
ICLR 2022
- Directed Diffusion: Direct Control of Object Placement through Attention GuidanceTesting-Time Finetuning: Latent Variable Optimization
AAAI 2024
- DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image EditingTesting-Time Finetuning: Latent Variable Optimization
CVPR 2024
Showing a sample of 122 resources. View the full list on GitHub →