Index
Image Editing
Diffusion Model を利用した、Image Editing のアルゴリズムをまとめる.
Diffusion Model #まとめ編
- Text-to-Image の手法
- yhayato1320.hatenablog.com
Image Editing
アルゴリズム
SDEdit / 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
- [2021]
- arxiv.org
【DL輪読会】SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
InstructPix2Pix / 2022
- InstructPix2Pix
Blended Latent Diffusion / 2022
- Blended Latent Diffusion
- [2022]
- arxiv.org
pnp diffusion / 2023
- Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation
RDM / 2023
Region-Aware Diffusion for Zero-shot Text-driven Image Editing
- [2023]
- arxiv.org
Cross Attention Control / 2023
- Prompt-to-Prompt Image Editing with Cross Attention Control
- [2023]
- arxiv.org
Collage Diffusion / 2023
- Collage Diffusion
- [2023]
- arxiv.org
StyleDiffusion / 2023
- StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing
- [2023]
- arxiv.org
MDP / 2023
- MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path
- [2023]
- arxiv.org
PAIR-Diffusion / 2023
- PAIR-Diffusion: Object-Level Image Editing with Structure-and-Appearance Paired Diffusion Models
- [2023]
- arxiv.org
MasaCtrl / 2023
- MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing
- [2023]
- arxiv.org
- ljzycmd.github.io
Paint-by-Sketch / 2023
- Reference-based Image Composition with Sketch via Structure-aware Diffusion Model
- [2023]
- arxiv.org
- github.com
工夫・テクニック
Content Preservation Loss / 2023
- Zero-Shot Contrastive Loss for Text-Guided Diffusion Image Style Transfer
- [2023]
- arxiv.org
Taming Encoder / 2023
- Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models
- [2023]
- arxiv.org
DDPM Inversion / 2023
- An Edit Friendly DDPM Noise Space: Inversion and Manipulations
- [2023]
- arxiv.org
3D Editing
SKED / 2023
- SKED: Sketch-guided Text-based 3D Editing
- [2023]
- arxiv.org
